DrChrono Data Integration & KPI Dashboard Development

@skalogir

Hi there, I understand you need the existing AWS/DrChrono analytics pipeline completed with additional endpoints, three years of history, automated syncs, PostgreSQL star schema modeling, reconciliation, Tableau KPI dashboards, and buyer-ready documentation for a HIPAA-aware mental health practice. I have experience building healthcare analytics pipelines with AWS ECS/RDS, Secrets Manager, API ingestion, PostgreSQL dimensional models, claims/payment data transformation, KPI logic, Tableau reporting, reconciliation workflows, and maintainable handoff documentation. I would extend the DrChrono extraction layer, build validated fact/dimension tables, automate scheduled syncs, reconcile results against DrChrono, create polished Tableau views for AR, collections, denials, payer mix, visits, retention, and deliver a runbook, data dictionary, KPI definitions, architecture diagram, and training walkthrough. Q1: Do you already have DrChrono API access for claims, charges, eligibility, and denial-related fields? Q2: Should Tableau connect directly to RDS, or do you prefer curated reporting tables/views? Q3: What timeline and budget range are you targeting for completion? Best regards.

@Herculesz

Hi I have strong experience building healthcare analytics pipelines using AWS, PostgreSQL/RDS, ECS, REST API ingestion, ETL jobs, star schemas, reconciliation logic, and Tableau dashboards. The main technical challenge here is not just pulling more DrChrono data, but turning messy clinical, billing, claims, payment, denial, and scheduling records into trusted KPI-ready facts and dimensions. I would complete the remaining DrChrono endpoints, backfill three years of history, add automated incremental syncs, and build transformation layers that support AR aging, collections, denial, provider productivity, payer mix, no-show, and retention metrics. I can work within your current AWS foundation using Secrets Manager, ECS, and RDS unless a simpler maintainable adjustment clearly improves reliability. For Tableau, I can create clean data views and dashboards with global filters for provider, date range, visit type, and location. I would also include reconciliation checks against DrChrono totals so the numbers are defensible for operational review and future buyer diligence. The final handoff would include an architecture diagram, data dictionary, KPI definitions, runbook, reconciliation report, and recorded walkthrough so the system can be maintained without dependency on one developer. Thanks, Hercules

@mubeenm5026

As a seasoned full-stack developer with a strong focus on AI, SaaS, web, and mobile development, I am confident that I possess the skills and expertise needed to take your DrChrono project from its current state to completion. With my vast experience in AWS services, PostgreSQL, and API development and integration (backed up by a BSc in Computer Science), I am more than capable of ensuring maximum functionality, highest levels of data security while ensuring smooth syncing of historical data. At Web Crest we believe in solutions that are user-centered, scalable, maintainable, efficient, and secure. For your KPI Dashboard needs in Tableau Desktop also I'm ready to exceed your expectations. Additionally, my fluency with Python (one of the project's core requirements) makes me adept at not only handling large databases effectively but also understanding algorithms for analysis such as calculating KPIs efficiently through time span for filtering variables.

@kamran2012

Hey, I will complete your DrChrono pipeline — connecting the remaining endpoints, building the star schema, loading three years of history, and delivering the Tableau KPI dashboard with AR aging, collection rate, denial rate, and provider-level metrics. Since ERAs are autoposted, I will map denial reason codes into a dimension table so you can slice denial rate by payer and CPT code — valuable for buyer due diligence. Questions: 1) Are the existing four ECS tasks running on Fargate or EC2 launch type? 2) Does your DrChrono plan have API rate limits that could affect the historical backfill? Send me a message and we can go over the details. Best regards, Kamran

@shadabkhan92

As a highly experienced and proficient AWS and Python expert, I’m excited about your project and confident that I'm your ideal candidate to complete this important task. I've successfully completed numerous projects similar in complexity and scale to yours. My vast skills with AWS and PostgreSQL will be valuable assets in synchronizing and transforming your existing DrChrono data into a comprehensible, efficient, and accessible KPI dashboard on Tableau Desktop. In addition to my technical expertise, my ability to thoroughly understand your needs and implement customized solutions will contribute significantly to the success of this project. Importantly, my approach aligns perfectly with your emphasis on "clean, well-documented, maintainable" systems. I believe the key to building effective analytics infrastructure is not only in crafting powerful algorithms but also in organizing architectural components coherently; streamlining the process for future understanding and self-sustainability.

@ykarora26

With experience in healthcare analytics and Tableau integration, I understand your need to enhance your DrChrono KPI dashboard. Leveraging similar projects, I can seamlessly connect the remaining DrChrono endpoints for a comprehensive view of your mental health practice's performance. Could you provide more details on the desired frequency of data updates for accurate real-time insights? Regards, Yogesh Kumar

@pasion0128

★•══•★ Hi client ★•══•★ My approach will be: ✔️ Review the existing AWS, RDS PostgreSQL, Secrets Manager, ECS, and DrChrono API setup before extending the pipeline. ✔️ Add the remaining DrChrono endpoints, load three years of historical data, and set up reliable automated syncs. ✔️ Build a clean star schema with fact and dimension tables for AR, payments, claims, visits, providers, patients, and payer analytics. ✔️ Create reconciliation checks so KPI numbers can be validated against DrChrono before they are used in Tableau. ✔️ Build a polished Tableau dashboard with filters for provider, date range, visit type, and location, covering AR aging, denial rate, net collection, payer mix, no-shows, visits, revenue, and retention. I have experience building healthcare analytics pipelines, API-driven data warehouses, PostgreSQL reporting models, AWS-based data workflows, Tableau dashboards, and documented KPI systems. One key question: Do you already have preferred KPI formulas for metrics like net collection rate and days in AR, or should I define and validate them with you during the data-modeling phase? Best regards. Rico

@AZTURK1

Hi there, Your AWS foundation (ECS cluster, RDS PostgreSQL in us-east-2, Secrets Manager with HIPAA BAA) already pulls DrChrono endpoints; I will complete the ETL, star schema, reconciliation, and a polished Tableau Desktop dashboard. - Connect remaining DrChrono endpoints (claims, billing profiles, line items, charges, insurance plans, offices, appointment profiles, eligibility) and load three years of historical data with automated ongoing sync - Build a star schema in PostgreSQL with ETL transforms, data cleaning, and reconciliation scripts to confirm database numbers match DrChrono - Deliver a clean Tableau Desktop dashboard with global filters (provider, date range, visit type, location) and KPIs: AR aging, net collection rate, denial rate, days in AR, payer mix, revenue/visits/no-show/new patients, retention - Backup checkpoint and post-fix validation for a production-safe rollout Skills: ✅ DrChrono API ✅ Tableau Desktop ✅ PostgreSQL (RDS) ✅ AWS ECS ✅ ETL / star schema ✅ HIPAA BAA Certificates: ✅ Microsoft® Certified: MCSA | MCSE | MCT ✅ cPanel® & WHM Certified CWSA-2 Available to start immediately. Do you want the three-year historical backfill done in a single bulk run or staged monthly batches to limit load? Quoted: $115 , Delivery: 1 day.

@mykhaylob4

✋ Hi there. I can complete that DrChrono analytics pipeline and build your KPI dashboard in Tableau. ✔️ I have built similar healthcare data pipelines connecting EHR APIs to PostgreSQL star schemas for KPI reporting, including denial tracking and AR aging analysis. I will connect the remaining DrChrono endpoints, build fact and dimension tables for charges, payments, and claims, and automate the sync for three years of historical data. I will then build your Tableau dashboard with global filters and all requested KPIs, plus full documentation for handoff. Please click the 'Chat' button to start our valuable conversation. Looking forward to collaborating with you! Best regards, Mykhaylo

@godesignpk

Hi, We went through your project description and it seems like our team is a great fit for this job. We are an expert team which have many years of experience on Python, NoSQL Couch & Mongo, Amazon Web Services, PostgreSQL, Elasticsearch, Tableau, Data Analytics, Data Integration Please come over chat and discuss your requirement in a detailed way. Thank You

@slavkom1

Hi, You already have the hard foundation in place: DrChrono auth, RDS, Secrets Manager, ECS, and the first endpoints. The remaining work is mostly getting the messy revenue-cycle data into a shape Tableau can trust. I’ve built healthcare/API reporting pipelines with AWS, PostgreSQL, and BI dashboards, including reconciliation-heavy work where the numbers had to match the source system. I’d take this in concrete steps: - add the remaining DrChrono endpoints and 3-year backfill - build fact/dimension tables for visits, payments, claims, AR, denials, providers, payers - add cleaning, sync jobs, logging, and reconciliation checks - connect Tableau with filters and the KPI views you listed - write the data dictionary, KPI notes, runbook, diagram, and record the walkthrough Which KPI must match DrChrono first to give you the strongest buyer-ready confidence: AR aging, net collection rate, denial rate, or provider revenue? I can start by reviewing the existing ECS/RDS setup and then map the missing endpoints before changing anything. Thanks, Slavko

@techsty2014

Hello, We will complete your DrChrono pipeline, build the star schema, and deliver the Tableau KPI dashboard on top of your existing AWS foundation. For the remaining endpoints, we will extend your ECS tasks with incremental sync logic keyed on timestamps. This avoids redundant full loads and keeps ongoing syncing efficient. A couple of quick things to confirm: 1) Are the four existing endpoints doing full or incremental pulls currently? 2) Do you need Tableau Server publishing, or strictly Desktop workbooks? The number quoted here is a starting estimate. The exact cost and timeline will be confirmed after we go through the full scope together. Looking forward to potentially working together. Thanks, Faizan

@mahads31

With DrChrono being a key aspect of your mental health practice, I believe I'm the best fit to take your KPI project to completion. As a seasoned web and software developer with a wide-ranging background, I bring a unique blend of strategic thinking and technical expertise to every project. I’ve successfully built numerous analytics and data-centric systems for clients from various industries like yours. My extensive experience in Web, Mobile & SaaS Product Development, Custom Software & System Architecture, Automation, Integrations & Smart Workflows, and UI/UX Strategy & Digital Product Experience is perfectly aligned with your requirements. The fact that your project is already underway and incorporates AWS, PostgreSQL, and secret management (to name a few) further complement my skillset. Not only will I deliver the remaining pipeline work on schedule but also ensure it’s well documented with the vision of providing long-term value to you. My commitment to innovation-first thinking and scalable solutions makes me confident we can create an exact architecture that fits your needs. Trust me to create easy-to-maintain yet comprehensively documented systems so that you won't face any issues in the future without my presence. Voilà! Let's optimize your operational performance!

@markupdudes

Hi, I'm impressed by the sophisticated AWS foundation and your ambitious vision for a polished KPI dashboard reflecting your mental health practice's operational prowess. With strong experience integrating diverse data sources and crafting insightful visualizations, I will enhance your DrChrono analytics pipeline by seamlessly linking the remaining endpoints and architecting a star schema optimized for KPI accuracy and clarity. Utilizing Elasticsearch-style precision in data reconciliation and Tableau's finesse for global filtering, your dashboard will illuminate critical metrics from AR aging to patient retention. I will document everything thoroughly, from architecture to training, ensuring effortless handoff and future maintenance. Ready to elevate your analytics for potential buyers; let's discuss your preferred pipeline strategies and timeline. Given the pipeline's AWS roots, how flexible are you on integrating alternative data orchestration tools to enhance scalability? Thanks,

@arshman18

Greetings, It looks like you’re building a comprehensive KPI dashboard for your mental health practice, leveraging data from DrChrono and visualizing it in Tableau. I can help you complete the integration by connecting the remaining endpoints and ensuring that the data is properly transformed and cleaned for accurate KPI calculations. With experience in AWS, PostgreSQL, and data analytics, I’m well-equipped to structure your database using a star schema for optimal performance. I also understand the importance of thorough documentation for future maintenance, so I will provide detailed architecture diagrams, data dictionaries, and training materials to ensure seamless handoff. Together, we can create a polished dashboard that accurately reflects your practice's operational performance and is ready for potential buyers. Best regards, Muhammad Arshman

@vanhuy19892011

Hello, I’m interested in your project. Your current AWS + DrChrono setup is already well-structured, and I can help you take it to a complete, production-grade analytics pipeline and Tableau KPI system. What I can deliver: I will finish integrating the remaining DrChrono endpoints (claims, billing, eligibility, ERA/denials, etc.), build a reliable ingestion layer on AWS ECS, and design a clean star schema in PostgreSQL optimized for KPI reporting. I’ll also handle the 3-year historical backfill and set up automated incremental syncing going forward. On top of that, I will implement data transformation, cleaning, and reconciliation so your warehouse matches DrChrono exactly and can be trusted for financial reporting. I will then prepare Tableau-ready datasets and help structure a clean dashboard with KPIs like AR aging, collections rate, denial rate, days in AR, payer mix, provider performance, and patient retention. Finally, I will deliver full documentation: architecture diagram, data dictionary, KPI definitions, pipeline runbook, reconciliation report, and a walkthrough so the system is fully maintainable by any future engineer. PS: My focus is building clean, auditable healthcare data systems that are investor-ready, scalable, and easy to maintain—not just dashboards, but a complete analytics foundation.

@Tanmoy236

Greetings! I specialise in HIPAA-compliant healthcare analytics pipelines on AWS, transforming EHR data into executive KPI dashboards that support operational management and future acquisition readiness. Here's how I can help: • Complete remaining DrChrono integrations (claims, eligibility, billing profiles, line items, insurance plans, offices, appointment profiles, ERA/denial data) with secure AWS-native architecture • Build a scalable PostgreSQL star schema with fact tables (appointments, claims, charges, payments) and dimensions (patients, providers, payers, offices, dates) • Implement historical backfill, automated sync jobs, data cleaning, reconciliation testing, and audit-friendly documentation • Develop a polished Tableau dashboard with AR aging, denial rate, net collection rate, payer mix, provider productivity, retention, no-show, and revenue KPIs • Deliver comprehensive handoff documentation including architecture diagrams, data dictionary, KPI definitions, runbooks, reconciliation reports, and training walkthrough Given your existing ECS + RDS foundation, my recommendation would be to extend the current architecture rather than rebuild, unless the current ETL implementation reveals maintainability or scalability concerns during review. Can you share what portion of the ETL pipeline is already developed beyond the four active endpoints, and is Tableau currently connected directly to PostgreSQL or through a reporting layer/data mart?

@adisonw

Dear Sir, I am thrilled to bid your project. I carefully reviewed your requirements and appreciate that the hardest part—establishing secure AWS infrastructure and initial DrChrono connectivity—has already been completed. The remaining work is less about infrastructure and more about building a reliable analytics platform that can withstand due diligence from future buyers. My approach would be to keep the existing AWS foundation, extend the remaining DrChrono integrations, load and reconcile the historical data, then build a proper star schema optimized for Tableau reporting and KPI calculations. I would focus heavily on data quality, reconciliation, and documentation because those areas typically become the most important during acquisition reviews. The Tableau layer would be designed around executive-level operational metrics such as AR aging, collections, denials, provider productivity, retention, payer mix, and growth trends, with flexible filters for provider, location, visit type, and date ranges. I also agree that comprehensive documentation is critical and would treat the architecture diagram, data dictionary, KPI definitions, runbook, reconciliation process, and training walkthrough as first-class deliverables rather than afterthoughts. One important question: are the existing ECS jobs already structured as incremental sync pipelines, or are the current DrChrono endpoint integrations still performing full data pulls? Sincerely, Adison.

@johnedwardl

Hi, I will complete the development of your DrChrono Analytics Pipeline and KPI Dashboard, ensuring a robust, maintainable infrastructure that meets your operational needs. With strong experience in AWS, PostgreSQL, and data visualization using Tableau, I can seamlessly connect the remaining DrChrono endpoints and implement the necessary transformations to load historical data. My approach will involve designing a star schema tailored for your KPIs, ensuring accurate data reconciliation and smooth ongoing syncing. I’ve successfully handled similar projects, so I understand the importance of detailed documentation and a user-friendly dashboard. I’ll ensure the Tableau dashboard is intuitively designed with global filters for the metrics you specified. To optimize the architecture, I will evaluate the current setup and suggest any enhancements that may improve performance and maintainability while aligning with your existing AWS infrastructure. Could we discuss any specific preferences you have for the remaining endpoints, or do you want to prioritize certain KPIs for the initial dashboard? I’m ready to dive in and deliver a solution that meets your expectations. Thank you.