Linear regressioncông việc

Mình tìm 1 bạn có kinh nghiệm về giải thuật di truyền biết python để giúp mình sửa đoạn code (tối ưu hàm số nhiều biến). Mọi thứ có hết rồi bạn chỉ cần giúp mình sửa code để chạy được và giúp mình 1 số thứ sau khi có kết quả (như vẻ biểu đồ, so sánh kết quả). Mình không học IT nên k biết nhiều về code Giá cả: Thương lượng theo mức độ

Mình tìm 1 bạn có kinh nghiệm về giải thuật di truyền biết python để giúp mình sửa đoạn code (tối ưu hàm số nhiều biến). Mọi thứ có hết rồi bạn chỉ cần giúp mình sửa code để chạy được và giúp mình 1 số thứ sau khi có kết quả (như vẻ biểu đồ, so sánh kết quả). Mình không học IT nên k biết nhiều về code Giá cả: Thương lượng theo mức độ

...arrives on an interface. Two options are offered to him, he can choose "linear" (supermarket radius) or "warehouse". In the "linear" mode, the student will be able to arrange products on a linear ONE such as these ( or even ). The warehouse will work the same way except that it will not be supermarket shelves but departments of entrepreneurship on which students can put pallets ( , ). Linear sizes are variable, they will be sent in JSON format to the web interface

Trang WEB Hành Trang Du Lịch I. Các khai báo thư viện hỗ trợ và thiết kế: Khai báo thư viện CSS3: • : Thiết kế các slider từng phần trong nội dung của trang web. • Bootrsta...dụng HTML5: - Khai báo <DOCTYPE!> - Thẻ Meta - Thẻ Header - Thẻ NAV - Thẻ section - Form theo định dạng html5: label, input<required>, button, placehoder - Thẻ Footer 3. Sử dụng CSS3 - Dùng External CSS - Code hackcss - Box-shadow, sizing - @font-face - Nav: điều hướng con trỏ - Transform - Word-spacing - Text: shadow, wrap, transform, outline, align - Position - Backround: linear-gradient, size…… - Boder: radius…… 4. Sử dụng jquery kiểm tra dữ liệu nhập form 5. Sử dụng c&ocir...

I need assistance with moderated moderation mediation analysis using the PROCESS macro in SPSS. This analysis is critical for testing hypotheses in my research. Key Requirements: - Expertise in SPSS, particularly with the PROCESS macro - Experience in modera...assistance with moderated moderation mediation analysis using the PROCESS macro in SPSS. This analysis is critical for testing hypotheses in my research. Key Requirements: - Expertise in SPSS, particularly with the PROCESS macro - Experience in moderated moderation and mediation analysis - Ability to interpret and report results clearly Ideal Skills: - Advanced statistical knowledge - Proficiency in regression analysis (any type) - Strong analytical thinking and problem-solving skills Please provide relevant experience in ...

...fusion of: • Hardcore / dark sci-fi • Strong, aggressive, industrial feeling • Futuristic, almost dystopian • Clean but powerful line work AND • Retro-futurism (80s / Blade Runner influence) • Vintage sci-fi aesthetics • Subtle retro details (not cheesy, not cartoon) • Timeless, cinematic vibe Overall feeling: premium, serious, underground, athletic, futuristic. Design characteristics: • Linear / line-based illustration • Bold geometry and structure • Minimalistic but impactful • Not illustrative in a “comic” way • No stock graphics Print placement & scale: • Back of the T-shirt only • Design should cover almost the entire back (full-back print) • Vertical or center...

...verify model responses for accuracy, consistency, and appropriate handling of ambiguous inputs Performance & Reliability - Test response times, load handling, and model consistency across multiple runs Integration Testing - Validate API endpoints, data flows between components, and third-party integrations Usability Testing - Ensure smooth user experience and intuitive interaction with AI features Regression Testing - Maintain test suites to catch issues as the platform evolves Detail-Oriented: My attention to detail has consistently helped identify critical issues before production Clear Communication: I provide comprehensive bug reports and testing summaries that development teams can action immediately Flexible & Scalable: Comfortable with 10-30 hour/week commitment a...

I need a partner who can walk me through the full process of quantifying and explaining feature importance across several classic models—specifically Linear Regression, Decision Trees and Support Vector Machines—using Python. The goal is to compare and contrast interpretability techniques such as SHAP, LIME, PDP and ICE, then package the findings so that non-technical stakeholders can easily understand why each feature matters. What I expect from you • Well-structured, reproducible Python code (preferably in Jupyter notebooks) showing how each model is trained and how the above interpretability methods are applied. • Clear visualisations and narratives that highlight where and why the different methods agree or diverge. • At least one live se...

As a QA freelancer, you will be responsible for ensur...ensuring the platform works reliably across flows and edge cases. I’ve built a web application that records clicks and track certain data. Before I roll it out, I want a complete functional test run on browser, covering both desktop layouts and true mobile viewports. You’ll move through every journey a real user can take and verify that the right events fire, the UI responds correctly, and no regression or edge-case breaks the flow on either browser or device type. Deliverables • A concise test plan outlining key user stories you covered • A defect log with clear reproduction steps, screenshots or short clips, and severity tags • A final summary that groups issues by priority and suggests quic...

I need assistance with a Jamovi assignment that involves linear regression analysis on mixed data (numerical and categorical). The primary goal is to understand relationships between variables. Key Requirements: - Use of Jamovi for analysis - Linear regression on mixed data - Focus on understanding variable relationships Ideal Skills and Experience: - Proficiency in Jamovi - Strong background in statistics, particularly linear regression - Experience with data analysis and interpretation Please provide a detailed bid including your experience with similar projects.

...that shows what future behaviour we can expect—churn probability, likely purchase values, or any other forward-looking insight you find most compelling once you explore the variables. Please clean the file, document any assumptions, and structure the workbook so every calculation is transparent: no hidden sheets or hard-coded numbers. A concise write-up explaining the methods you used (e.g., regression with the Analysis ToolPak, Forecast Sheet, moving averages, Solver optimisation) should sit alongside an at-a-glance dashboard of the key metrics and charts. Deliverables: • Final Excel workbook with live formulas, model, and dashboard • Brief explanatory note (PDF or embedded sheet) on methodology, limitations, and how to refresh the analysis with new dat...

...detailed change notes • A concise technical brief outlining recommended improvements, tooling, or structural changes that prepare the project for private hosting and later mobile builds • (Optional but welcome) a high-level roadmap estimating effort for the marketplace feature and native app conversion Acceptance will be based on: • All identified functional errors are reproducibly fixed • No regression in existing features across modern browsers • Clear, human-readable documentation of fixes and recommendations If you have strong debugging skills, a strategic mindset, and experience taking web code to native mobile, I’d love to hear how you’d tackle this. Ongoing I would like you to be my point of contact for any technical support ...

...long as the example files are runnable on my end. • A final mini-project template that I can adapt to my own feedstock data, with clear comments and guidance on where to swap in new TG/DTG curves, how to refine activation-energy distributions, and how to report confidence intervals. Acceptance criteria 1. At least three hours of focused instruction that covers model selection, parameter regression, and diagnostic plotting. 2. Delivery of executable example scripts or models plus concise written notes. 3. My ability to replicate the full workflow on a new experimental dataset without major troubleshooting. If this sounds like a good fit, let’s set up an initial call and map the session schedule....

I am rolling out an in-da...best matches our SoC, import or craft the correct device tree and board-config, and fine-tune the kernel where necessary. • Strip every Google Mobile Service while preserving base Android stability. • Apply low-level security tweaks (SELinux policy work, verified boot, hardening flags). • Set up seamless OTA delivery (delta or full images) so field upgrades stay painless. • Run stability and regression tests on real hardware until the system is production-ready. Success for me means a reproducible build environment (preferably repo-based), flashable images that boot cleanly, all sensors and the camera functioning, and OTA packages that install without issue. If you have shipped custom ROMs before and can show commits or images that pr...

I need an estimator to review the floor plans and pull the partition wall-length measurement in linear feet, translate those figures into drywall square-footage requirements, and prepare a material take-off for that scope. I’ll need the framing of the partitions and the drywall. Those are the two scopes, framing and hanging drywall only. This does not include any drywall finishing. That will be completed by others. I will send the PDF plans as soon as we agree to proceed. Please use any professional takeoff software you are comfortable with—Bluebeam Revu, PlanSwift, On-Screen Takeoff, or a comparable tool is fine—so long as the numbers reconcile against the architectural sheets. Deliverables: • total wall lengths (LF) referenced to sheet and detail. •...

...destabilisation together with the competing influence of substrate steepness. What I now require is independent validation and controlled extension of these results, rather than a re-derivation of the theory or preparation of a full LaTeX manuscript. Using the specific evolution equations, travelling-wave reductions, and weakly nonlinear formulations provided in the paper, you would: • reproduce the linear and weakly nonlinear stability results and verify the instability thresholds and growth rates; • implement a numerical solver (pseudospectral or high-order finite difference) solely to generate figures directly from the given equations and parameter values; • confirm the Marangoni-induced destabilisation and the dual stabilising/destabilising role of substrate...

...heated incline. Long-wave theory has already shown that Marangoni stresses, together with the local steepness of the substrate, can destabilise the flow and generate finite-amplitude waves. What I need now is a clean, step-by-step mathematical treatment of the problem that can stand on its own in a journal appendix. The scope includes the full hierarchy: leading-order long-wave formulation, linear stability analysis, and a weakly nonlinear expansion up to the first amplitude equation that captures secondary instabilities. Please derive every governing equation, nondimensionalise where appropriate, and state all assumptions explicitly so that another researcher can reproduce the work without referring back to me. Illustrative sketches or dispersion-relation plots are welcom...

...ready to be welded—but the drawings still lack the critical information the shop needs. Your task is to open my existing .sldprt/.sldasm/.slddrw files and clearly call out both the exact anchor positions and the precise weld angles of the sheet metal parts for the shock anchors and all wishbones anchors. As well as the engine mount anchor points.. What I expect from the updated drawings: • Linear dimensions that locate every flange along each tube, taken from clear, repeatable datums (tube ends or centerlines). • Angular dimensions that show the required rotation of each flange so the welding jig can be set without guesswork. • Clean, uncluttered annotation following standard ANSI Y14.5 or ISO practices, with no dangling or reference-only dimensions. ...

The current production build of my app is intermittently crashing, and I need a clea...crashes. 2. Refactor or patch the affected classes so the app runs reliably across Android 8-14. 3. Commit code in a separate branch with clear comments, then create a pull request for review. 4. Supply a signed APK and a succinct change-log so I can test and push to the store quickly. Acceptance criteria: – Zero crashes in at least 48 hours of automated Firebase test lab runs. – No regression in existing features; UI and data flow must remain unchanged. – All modified code passes the current unit tests (Gradle, JUnit 5) and new tests for the fixed paths. If you’re comfortable digging into Kotlin coroutines, LiveData, and the Android lifecycle, let’s...

...on a live, legacy PHP frontend. The work is focused on debugging auth flow and a 401 API issue, plus ensuring Secrets Manager integration works correctly from EC2. This is not a rewrite and no refactors. We need someone comfortable reading existing PHP code, tracing request flows, and applying minimal, safe patches to restore functionality on production. Scope (Immediate) Fix public route regression (site prompting login for public pages) Resolve 401 on CRM Tenants API (/tenant/api/tenants) Verify Authorization header handling (Axios/interceptor if applicable) Confirm API base path correctness Ensure AWS Secrets Manager is read from correct region (eu-west-1) in PHP SDK config Restart Apache/PHP-FPM and validate login + key pages load Document repo/branch/commit + proof (200 r...

I have a raw spreadsheet that first needs to be brought into shape—duplicates removed, columns standardized, missing values handled, and everything neatly organised so future look-ups are effortless. Once the data set is clean, I’d like you to run a full regression analysis in Excel to uncover the relationships I’m interested in. Deliverables I expect: • A cleaned, well-documented Excel file with clear data validation rules in place • A separate sheet showing the regression output, interpretation notes, and any supporting charts or residual diagnostics you feel are useful Please stay entirely within Excel—no Power BI or external scripts needed. If you prefer to use built-in Analysis ToolPak or native formulas, that’s fine; jus...

...resolve the known critical bugs in the issue tracker, and deliver a deployment-ready build. Acceptance criteria 1. The three UI sections render flawlessly on the latest Chrome, Firefox and Safari, plus mobile Safari/Chrome. 2. All API calls for posting jobs, bidding, and driver acceptance return expected responses and log correctly. 3. Zero blocker or critical bugs remain in the tracker; regression tests pass in our GitHub Actions pipeline. 4. A tagged release package is handed over with change log and brief deployment notes. You will be working in our private GitHub repo with Slack for daily check-ins; Figma files and a detailed Trello board are ready for your team. If you have the bandwidth to cover design, development and QA internally, let’s talk timelines and...

I’m refining a series of logistic-regression models in Python and would like hands-on guidance from someone who knows SciPy’s stats and optimize sub-modules inside out. My current notebook reaches acceptable accuracy, but I’m running into questions about link-function choices, solver stability, convergence diagnostics, and the best way to structure reusable helper functions. What I’d like from you • Review a short code sample (≈200 lines) that calls for a custom log-likelihood. • Explain, with examples, how to improve numerical stability and interpret the Hessian output for standard-error estimation. • Suggest parameter-regularisation strategies available directly in SciPy or via light dependencies I can bolt on. • Join one...

...collaboration to redesign and continuously improve a professional desktop application built with Qt and QML (similar in function to Proxifier). This is not a one-off project. The goal is to build one of the best and most modern desktop UIs on the market, and then keep evolving it over the coming years. What I’m looking for I need someone who: Designs at top international product level (think Apple, Linear, Arc, Notion, Raycast quality). Has strong experience with desktop UI, not only mobile/web. Understands information-dense dashboards, data tables, network tools, developer tools, etc. Can deliver real visual concepts, not just theory. First task (important) For the application process, I expect real visual proposals, for example: A redesigned Dashboard (mockup in...

I’m looking for a QA Engineer who can join our Madurai team on a six-month contract and bring 3–4 years of solid quality-assurance experience to the table. Manual testing is the day-to-day backbone of the assignment, and I also need someone confident enough with automation to build and maintain suites that keep regression runs tight and reliable. You’ll collaborate closely with developers and product owners in our office, owning the full test cycle—from writing clear test plans to validating production fixes. If you already script with Selenium or a comparable framework, you’ll ramp up fast; if you have wider performance-testing exposure, that’s a welcome bonus but not essential. Key deliverables during the contract: • Comprehensive tes...

Build a Ai module that review pr request and generate a target list of functional edge and regression test cases based on actual code changes

Build a Ai module that review pr request and generate a target list of functional edge and regression test cases based on actual code changes

During statement-level regression testing I noticed that any policy carrying a premium tax—examples 01N6000098 and 600000000000809—now shows the wrong death benefit on the client statement. The PDF is pulling DEATH BENEFIT VALUE, yet it should reference TOTAL DEATH BENE VAL on Valm D. I need someone experienced with our policy management system’s data layer, statement generation logic (SQL extracts, mapping tables, Jasper / Crystal templates—whatever tool you prefer to work in), and general insurance data structures to: • Trace the field mapping used when the statement compiles. • Update or override it so the statement fetches TOTAL DEATH BENE VAL for any policy where a premium tax flag exists. • Regression-test at least the two sa...

...Filter design and signal conditioning o Feature selection and interpretability • Practical experience with: o Bayesian hierarchical models o MCMC (Stan, JAGS, custom implementations) o Longitudinal and mixed-effects modeling • Comfort translating math and code into biologically meaningful insight Why this is interesting • You’ll work on post-hoc classification, time-series longitudinal data (regression) and individuation for early-warning biology • The problems are technically demanding and scientifically consequential • This is a chance to apply serious signal processing where it can change outcomes—not just metrics Engagement details • Include the word for mother in your native tongue in your response • Please include a brief des...

...set realistic timelines, and surface risks early. While I’m deep in VS Code and CI pipelines, you’ll be the trusted voice our clients hear. Scope of work • Lead all client meetings: discovery, status, demos, retrospectives • Write concise briefs, SOWs, and milestone plans that align with our JavaScript/TypeScript stack and AI components • Track progress in whatever tool you prefer—Jira, Linear, Trello, etc.—and ensure nothing slips • Flag scope changes and negotiate them smoothly with the client • Coordinate deliverable hand-offs with me for seamless deployments Acceptance criteria • Clients feel guided and informed at every stage • Project timelines and scope remain transparent and agreed upon • Ha...

I’m midway through an SAP Joule build and need an extra pair of expert hands to finish the integration work now that we’re solidly in the development phase. The core objective is to weave newly-written Joule skills into...make them production-ready. Deliverables • Fully integrated Joule skills, deployed and callable from our SAP system • Unit and integration test scripts that prove each skill’s end-to-end flow • Brief hand-over document outlining configuration steps and any edge-case considerations Success for this engagement is simple: every skill fires on demand, returns the right data, and survives regression testing with zero unexpected side effects. If you’ve integrated Joule or similar conversational AI extensions into SAP befor...

...rough sketches or functional requirements; from there, you will build clean, fully-parametric 3D models in SolidWorks, prepare assemblies, and carry out high-fidelity finite-element analyses. Proficiency in SolidWorks and ANSYS is essential because these two platforms anchor my workflow. If you are also comfortable in Abaqus or COMSOL, you will have plenty of opportunity to apply them for non-linear or multiphysics cases. Typical tasks include choosing materials, refining geometries for manufacturability, meshing for convergence, setting realistic boundary conditions, and delivering clear, decision-ready reports. To make sure we stay aligned, each milestone will be accepted once I receive: • The native SolidWorks part/assembly files, all sketches fully constrained and fe...

...ratio Skewness Risk discussion (curve steepening, flattening, twists) Part C – Credit Relative Value Strategy Work with TRACE corporate bond data Merge with Compustat fundamentals (via WRDS) Build a monthly cross-sectional regression model: Yield vs leverage, ROA, size, duration, convexity Use regression residuals as mispricing signal Construct long-short portfolios Monthly rebalancing & performance evaluation Technical Requirements Python or R (Python preferred) Strong knowledge of: Fixed income instruments DV01, duration, convexity Yield curves Regression & portfolio construction Clean, well-commented code Ability to explain financial intuition, not just code Deliverables Working scripts (Python / R) Clear explanation of strateg...

I already have a ...touched. The problem lies only with the exterior: the local developer has rejected my current façade for looking too modern, boxy and Tuscan. What I need now is a fresh set of elevations that read as a traditional farmhouse. Think welcoming, timeless lines rather than contemporary cubes. A pitched, gabled roof is essential, and I’d like the walls shown in weatherboard, painted brick or similar linear cladding so the drawings clearly communicate that intent. Deliverables I’m expecting: • Updated front elevation showing the new farmhouse look • A street-view 3D perspective picture file is fine so the developer can visualise the change No interior layouts need revisiting—just the facade. i have CAD floorplan and PDF e...

... 7. Value (~5) 8. Status (this is the driving function which automates the data workflow) Ideally, #1 has a calendar pop-up for ease of use, with the other fields having drop-down lists which potentially offer autocomplete solutions as characters are typed. The approximate number of choices are shown as (*). The data cascades as the project opportunity matures through a series of mostly linear decision points in a parent/child format with successive, but limited additional data aggregated along the way. Most of the flow is sequential, but on occasion an opportunity might be delayed, or revised, requiring it to be restacked in the priority list with the fields having limited, permission-based, ability to be edited. The data travels according to the following logic and...

...apps. & WebGL: able to debug and extend custom BufferGeometry/mesh generation, bounding boxes, and scene graph updates. Computational geometry & road networks: experience with splines (Bezier/Catmull), intersection detection, lane topology, and OpenDRIVE-like models (links, lane sections, junctions). Automated testing: proficiency with Jasmine/Karma (unit) and Cypress (E2E); able to add regression specs like those in tests/junctions and tests/spline. Debugging stateful maps: prior work on pathfinding/traffic sims or CAD/GIS-style editors; comfortable tracing predecessor/successor links and mesh lifecycles. Communication: can explain math/algorithm changes clearly and propose acceptance criteria before coding. Deliverables: PR with fixes + brief notes on algorithm change...

I have a mature software extens...extension recognise the new coordinates instantly. • Introduce a user-configurable refresh-rate control (milliseconds to minutes) that persists across sessions. • Track down and eliminate a sporadic freeze that appears after prolonged use—memory leaks or thread deadlocks are my prime suspects, but I’m open to your diagnostic process. • General version bump, dependency housekeeping, and regression testing to be sure older features stay intact. I will provide the current source, a list of test scenarios, and sample data for the location zones. Please outline the tools or debugging frameworks you prefer and give me an estimated turnaround for an initial build. I’m happy to iterate quickly and merge via short mile...

I need a clean AutoCAD drawing that captures a small (under-10-ft) wall whose main feature is a hexagon motif. This is for architectural des...dimension—the overall wall height and width, the exact position and size of each hexagon, as well as any offsets or margins that help a contractor place it on site. Alongside the DWG, include a quick visual indicating the intended color scheme for the wall and the hexagon (RGB, HEX, or Pantone values are fine). Deliverables • AutoCAD-compatible DWG and a flattened PDF for quick review • All linear dimensions and centerline references clearly called out • Color key noted directly on the sheet or in a legend The file should open without missing fonts or proxy objects, and layers should be named logically so future...

...coursework and practical projects. I’m comfortable working with manufacturing-style demand data and explaining quantitative results in a clear, structured way that other students or reviewers can easily follow. For your project, I will deliver exactly what you’ve outlined: Separate, well-organized Excel worksheets for each method: Naïve, Moving Average, Exponential Smoothing, Trend Projection, and Linear Regression All formulas visible, using only standard Excel functions (no macros or add-ins) A summary comparison table showing forecasts, error metrics (MAE, MAPE, etc.), and a clear ranking of methods A plain-language explanation inside the workbook (or a short linked document) explaining why one method performs better and which approach is best suited fo...

...retrospectives • Translating client needs and business objectives into clear, actionable technical specs and user stories • Preparing professional documents: Statements of Work (SOW), project roadmaps, milestone breakdowns, and progress reports • Managing timelines, risks, and change requests - proactively communicating any adjustments to keep everything on track • Using your preferred tools (Jira, Linear, Asana, Notion, etc.) to track progress and share visibility with me and the client • Acting as the primary, trusted point of contact - ensuring clients feel supported, informed, and confident throughout Ideal fit: - Engineering experience (you understand code, architecture, trade-offs) - Strong English communication & client management skills - Com...

Our live web application is built with a React frontend, but the bug sits in the database layer. Data is either not saving correct...well-documented fix pushed to the repo. Here’s what I’ll share once we start: • Source code access and DB connection details • Steps to reproduce the issue and current error logs What I expect back: • A commit or pull request that resolves the bug without breaking existing endpoints • Brief notes outlining the change set and any schema tweaks • Confirmation that the fix survives a quick regression test on my staging server Familiarity with modern SQL tooling (e.g., Postgres, MySQL, or similar) and comfortable working alongside a React-based codebase is essential. If this sounds routine for you, let&...

Senior Automation Engineer for Traffic Simulation & Referrer Spoofing I am looking for a specialized Automation/Growth Engineer to build a custom Traffic Orchestration System. The goal is to simulate "Viral" traffic spikes to specific URLs to test search engine ranking signals. This is based on the "Click Bomb" methodology: using real-user traffic, cloaking referrers, and modeling non-linear growth curves. The Technical Challenge: This is not a simple headless browser task. You must solve the problem of taking high-volume, raw human traffic (via Pop-Under/PPV APIs) and "cleaning" it through a Bridge/Redirect layer to spoof specific social referrers while maintaining session integrity. Core Deliverables: - Referrer Bridge: Build a script/server th...

My JTL-Shop e-commerce template still relies on inline microdata. I want every trace of that markup rep...Deliverables • Clean JSON-LD for products, categories, front page and any additional sections that currently use microdata • Updated template files ready to deploy on JTL-Shop • One validation report per page type confirming rich-result compliance Acceptance criteria 1. Zero microdata attributes in rendered HTML 2. JSON-LD passes Google Rich Results Test for each page type 3. No regression in existing design or functionality Please move forward only if you have proven experience with , JSON-LD and the JTL-Shop template engine. google notes:

...spaces. • Exterior façade renders. • Outdoor seating area renders. • Multiple angles for each area (wide, medium, and close-up). • All renders must exactly match the technical drawings. • AI-only visuals or visuals not backed by technical drawings will be rejected. ⸻ Technical Drawings (Execution-Ready) Lighting Design • Complete lighting layout. • Specification of lighting types (spot, linear, pendant, wall washer, etc.). • Light emission type (direct / indirect). • Color temperature (Kelvin) specified for each zone. • Lighting direction and functional purpose (task, ambient, accent). • Fixture dimensions and precise locations. Electrical Layout • Full power outlets and switches layout. • De...

My production site is built with React on the client side and a Node-Express API behind it. One part of the UI—specifically the buttons and form .../ useState timing issues, event propagation, and async calls that hit the Express routes. If the issue originates in the API layer you’re free to patch that as well, but my priority is restoring predictable client-side behaviour. Deliverables • Isolated explanation of the fault (one-paragraph summary or commented code) • Patched code committed to my Git repo via pull request • Quick regression test or reproducible steps that prove the issue is resolved I can give you repo access and a short Loom video that shows the glitch in action as soon as we start. Let me know your estimated turnaround time and...

Our online-banking platform is ready to embed a RASP SDK and I need the full inte...Configuration files and policy scripts that activate security monitoring, intrusion detection, and runtime protection • A concise technical report showing measurable gains in security posture, evidence of regulatory compliance, and impact on latency/throughput • Step-by-step deployment guide so my DevOps team can replicate the setup in production Acceptance criteria • All automated tests and regression suites pass with the SDK enabled • No single transaction exceeds the agreed latency threshold after integration • Security scanners flag zero new critical or high vulnerabilities I will be available throughout the project to answer questions, provide test accounts, ...

I’m looking to partner with a patient instructor who can guide me through Calculus I, II, III, Differential Equations, Linear Algebra, and a quick refresher in Pre-Calculus—entirely in Arabic. My goal is to build a solid theoretical foundation and, more importantly, feel confident solving real exam-style problems on my own. Here’s what I have in mind: • Live, one-on-one sessions in Arabic (Zoom, Google Meet, or a similar platform) two to three times per week. • Clear, step-by-step explanations of concepts followed immediately by problem-solving drills so I can practise while the material is still fresh. • Short homework sets after each lesson and solutions reviewed at the start of the next meeting. • Digital notes or slides, preferably i...

...entire HVAC sheet-metal scope. The construction drawings (PDF, scaled) outline new and replacement duct runs plus associated mechanical piping; your task is to translate those plans into a clear bill of materials that purchasing can act on immediately. The estimate must cover the three material groups flagged in the brief—ductwork sheets, pipe fittings, and elbows & fittings—showing sizes, gauges, linear footage or square footage, and total weights where relevant. I work in Excel, so the final schedule should arrive in a structured spreadsheet with line-item subtotals and a concise summary tab. Drawings will be provided once we agree on workflow. Familiarity with take-off software such as Bluebeam Revu, PlanSwift, Trimble or similar will help you move quickly, b...

...have a static route map that shows a plane climbing along a 70-degree trajectory and touching several destinations in sequence. I’ll share the original image (PNG) as soon as the project starts. What I need back from you is a single, self-contained SVG that faithfully reproduces that illustration and animates it. Core behaviour • The plane icon follows the exact path from the image in a smooth linear transition—no bouncing or pauses, just a clean glide from origin through each point to the final destination. • Each stop on the route must be marked with a visible waypoint marker that appears exactly where it is in the reference artwork. • Colours, stroke widths, fonts, and proportions should match the source graphic so the animated SVG can replace...

...completing my project work The plan is to gather fresh data through two structured approaches: an online survey distributed to the full user base and a series of short, semi-structured interviews with a representative subset. Once data collection is complete, I need the results fed into a predictive analytics workflow to surface the strongest determinants of acceptance (think logistic or multinomial regression, decision trees, random forests—whatever techniques best fit the data). A rapid turnaround is important because executive stakeholders want an evidence-based improvement roadmap as soon as possible. Clean methodology, transparent code (Python, R, or SPSS/SAS), and a concise write-up that a non-statistical audience can digest will be essential. If you have a track ...