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Project Title Build an MVP for a Personal AI Agent for On-Device Fraud Detection Project Description We’re seeking talented and experienced developers to help build a Minimum Viable Product (MVP) for an innovative "Personal AI Agent" designed to detect fraud and financial risks directly on end-users’ devices. This cutting-edge solution aims to empower individuals by monitoring their financial transactions, behavioral biometrics, and communication signals (e.g., email/SMS) locally—without sending sensitive personally identifiable information (PII) off-device—while delivering real-time risk alerts. Our goal is to launch a test phase by the end of June 2025, and we need your expertise to make it happen. This project is a unique opportunity to work on a privacy-centric, low-latency fraud detection tool with potential to compliment how banks like protect their customers. If you’re passionate about AI, edge computing, and cybersecurity, and have the skills to build a robust MVP, we’d love to collaborate with you! Project Scope The MVP will focus on: - On-Device Processing: Develop a lightweight system to process and analyse financial transactions (e.g., amount, merchant, timestamp) and basic communication data (e.g., email/SMS text) on a user’s device (mobile or desktop). - Fraud Detection Rules: Implement a rules engine to flag suspicious activity (e.g., “transaction >$500 from new location”) and a simple anomaly detection model (e.g., spending pattern deviations). - Data Security: Encrypt and store PII locally using hardware-backed security (e.g., iOS Secure Enclave, Android Keystore), sending only anonymized risk scores to a mock server. - Core Features: Enable transaction monitoring and phishing detection as initial use cases, with a basic alert system (e.g., console output or mock notifications). - Test Readiness: Deliver a functional prototype by June 2025 for real-world testing with sample data. Technical Requirements - Languages: Python (preferred for prototyping), with potential use of C++ for performance-critical components. - Frameworks/Libraries: - TensorFlow Lite or ONNX for lightweight ML models on-device. - Pandas/NumPy for data processing. - spaCy or NLTK for basic NLP (email/SMS analysis). - Cryptography libraries (e.g., PyCryptodome) for encryption. - Platforms: Target mobile (iOS/Android) and/or desktop (Windows/Mac) environments—specify your expertise. - Networking: Basic client-server communication (e.g., gRPC, REST) to send anonymized data to a mock server. - Bonus: Experience with edge computing, behavioral biometrics (e.g., keystroke dynamics), or financial APIs (e.g., Plaid). Deliverables - A working MVP with: - Local data processing and storage module. - Simple fraud detection rules and anomaly detection. - Secure PII encryption and anonymized output. - Documentation and setup instructions. - Codebase optimized for performance and scalability on resource-constrained devices. - Test scripts with sample data (e.g., mock transactions, phishing emails). Who We’re Looking For - Experience: 3+ years in software development, with proven skills in AI/ML, mobile/desktop app development, or cybersecurity. - Skills: - Strong proficiency in Python and familiarity with ML frameworks. - Experience with encryption and secure data handling. - Ability to optimize code for edge devices (e.g., low memory/CPU usage). - Background in fraud detection technology, fintech, or privacy-focused projects; familiarity with banking compliance (e.g., GDPR). -Traits: Self-motivated, detail-oriented, and able to meet deadlines (MVP due by June 2025). Project Timeline - Start Date: April 2025 (flexible based on availability). - MVP Completion: End of June 2025 for test phase launch. - Engagement: Part-time or full-time freelance, with regular check-ins (e.g., weekly updates). Budget - Open to proposals—please provide your hourly rate or fixed bid based on the scope, along with an estimated timeline. How to Apply Please submit: 1. A brief overview of your relevant experience and why you’re excited about this project. 2. Links to past projects (e.g., GitHub, portfolio) showcasing AI, mobile/dev app development, or security work. 3. Your proposed approach to building this MVP (high-level plan or tech stack suggestions). 4. Your availability and rate. We’re excited to partner with developers who share our vision of building a privacy-first, user-empowered fraud detection tool. Let’s create something groundbreaking together!
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38 freelancer chào giá trung bình $22 USD/giờ cho công việc này

HELLO, I HAVE WORKED ON SIMILAR PROJECTS AND CAN PROVIDE EXAMPLES. I’ve read your requirements carefully and am confident in handling this task. With 8+ years of experience in AI, cybersecurity, and cross-platform development, I have built secure, privacy-focused applications that process sensitive data locally. My expertise in fraud detection, behavioral biometrics, and encryption aligns perfectly with your project. I have hands-on experience with TensorFlow Lite, ONNX, and PyCryptodome, ensuring efficient on-device processing while maintaining high security and compliance. Proposed Working Flow: Build a local data processing module for transactions and communication analysis. Implement fraud detection rules and basic anomaly detection. Secure PII storage with hardware-backed encryption. Develop a lightweight risk alert system. Connect to a mock server for anonymized risk score testing. I’m available for collaboration and ready to deliver a robust MVP within the timeline. Let’s discuss further! Julian
$18 USD trong 40 ngày
8,2
8,2

Hello, To build the MVP for the Personal AI Agent, I will focus on developing an efficient on-device fraud detection system that processes financial transactions and communication data securely. Using Python for prototyping, TensorFlow Lite for ML models, and cryptography libraries for encryption, I will implement real-time risk analysis while ensuring data privacy with local storage and anonymized reporting. Key features will include transaction monitoring, phishing detection, and anomaly detection, optimized for mobile and desktop environments. With over 4 years of experience in AI, cybersecurity, and edge computing, I have successfully developed privacy-centric applications that balance performance and security. My approach will prioritize lightweight processing, strong encryption, and scalable architecture, ensuring seamless deployment by June 2025. I am excited about the opportunity to contribute to this privacy-first fraud detection tool and can commit to [part-time/full-time] development, delivering regular progress updates. I will offer the following services:- 1. A daily update. 2. Continuous communication 3. One year of free bug-fix support upon completion. 4. A Multilingual app. So, if you assign me this project, I will do my best to complete it on time. so kindly add me to the chat box for a more extensive conversation I Look forward to your Response. Thanks Anurag
$15 USD trong 40 ngày
6,4
6,4

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr
$20 USD trong 40 ngày
5,8
5,8

As a leader of a team at Kennedia IT Solutions, I have 7 years of experience in handling complex projects and building state-of-the-art solutions across multiple industries with unwavering attention to detail. My proficient skills in Python and ML frameworks, such as TensorFlow and Numpy, combined with my knowledge of encryption and secure data handling, make me a perfect fit for your innovative "Personal AI Agent" project. This is an exciting and innovative project! Developing a Personal AI Agent for on-device fraud detection, especially one that prioritizes privacy and uses machine learning to detect financial risks, is a cutting-edge approach to cybersecurity. Lastly, my team's experience with edge computing aligns perfectly with your project requirements. This will ensure optimization of code for resource-constrained devices such as mobiles while maintaining optimum performance and scalability. We are dedicated to adding value by providing an exceptional environment for innovation, and we believe our technical expertise and timeliness would greatly complement your timeline-driven project. Don't miss out on the opportunity to work with us. Let's partner up to build an effective solution that allows users to monitor their financial transactions while ensuring proper data privacy
$25 USD trong 40 ngày
6,3
6,3

⭐⭐⭐⭐⭐ Build a Personal AI Agent for On-Device Fraud Detection ❇️ Hi My Friend, I hope you're doing well. I've reviewed your project requirements and see you are looking for a developer to build an MVP for a Personal AI Agent. You don't need to look any further; Zohaib is here to help you! My team has completed 50+ similar projects in AI and fraud detection. I will create a lightweight system that processes financial transactions and communication data securely on devices, ensuring data privacy and real-time alerts. ➡️ Why Me? I can easily build your MVP as I have 5 years of experience in AI development, mobile app creation, and cybersecurity. My expertise includes Python programming, machine learning, and data encryption. Additionally, I have a strong grip on edge computing and secure data handling, which will ensure your project meets all requirements. ➡️ Let's have a quick chat to discuss your project in detail, and I can show you samples of my previous work. Looking forward to our conversation! ➡️ Skills & Experience: ✅ Python Programming ✅ Machine Learning ✅ Data Encryption ✅ Mobile App Development ✅ Edge Computing ✅ Anomaly Detection ✅ Natural Language Processing ✅ Secure Data Handling ✅ API Integration ✅ Data Processing ✅ Project Management ✅ Fraud Detection Waiting for your response! Best Regards, Zohaib
$17 USD trong 40 ngày
5,3
5,3

Hello, I'm Vishruth, a Python and AI/ML developer with experience building secure, lightweight applications for real-time analytics and fraud detection. After reviewing your project description, I'm excited about contributing to this privacy-first, edge-powered solution. ✅ Why Me? ? AI/ML Expertise: Strong foundation in anomaly detection, behavioral modeling, and lightweight ML using frameworks like TensorFlow Lite and ONNX. ?️ Cybersecurity Focus: Experience integrating secure data flows with local encryption using PyCryptodome and working within privacy regulations (GDPR-safe pipelines). ? On-Device Optimization: Familiar with resource-efficient data processing (NumPy, Pandas) and optimizing Python scripts for edge use cases. ? NLP for Phishing Detection: Proficient with spaCy and NLTK to detect suspicious email/SMS content. ? Finance-Aware: Built financial data pipelines and worked with APIs like Plaid and banking transaction data simulators. ? Freelancer Profile: https://www.freelancer.com/u/koolvishruth Week 1-2 Data schema design, rule-based fraud engine Week 3-4 On-device data processor (transactions + SMS/Email text) Week 5-6 Anomaly detection model integration (spending deviation, location mismatch) Week 7 Encryption module for local PII handling Week 8 Risk score generation and transmission (mock server) Week 9-10 Testing with sample data + performance tuning Week 11-12 Documentation, packaging & delivery
$20 USD trong 40 ngày
4,6
4,6

Hi there SynapseIndia specializes in AI, edge computing, and cybersecurity. We can develop your on-device fraud detection MVP with secure encryption, real-time risk alerts, and optimized ML models. Let’s discuss how we can align our expertise with your vision. We are SynapseIndia, and you can trust us for our 23+ years of success in the industry, with over 18,000 projects and 5 million+ hours delivered. Our top clients include IBM, Johnson & Johnson, PayPal, Audi, and Nestlé. We adhere to ISO-certified CMMI Level 3 standards throughout the SDLC. Why choose SynapseIndia --> + Successful journey of 23+ years In Industry + 100% Job success and Top Rated Plus agency on Upwork + Our top clients include IBM, Johnson & Johnson, Paypal, Audi, Nestle, and others. + Microsoft Gold Certified Partner + ISO certified CMMI Level 3 Standard followed throughout the entire SDLC Note: The bidding price and timeline are provisional. The final cost will be determined after a detailed discussion. Sincerely, SynapseIndia I.T. Outsourcing @ Peace of mind An ISO 9001|27001|27701 Company "Outsourcing @ Peace of mind"
$25 USD trong 40 ngày
4,3
4,3

Hi there David H., I'm bidding on your project "AI Agent for Comprehensive Data Analysis". Let's dive in and have a meeting I am expert in this area. please leave a message on my chat so we can discuss the budget and deadline of the project. I have read your project description and i'm confident i can do this project for you perfectly. Regards, Usama ..
$50 USD trong 102 ngày
4,4
4,4

I am expert Python developer with AI/ML experience and I have skills in encryption and secure data handling. I can optimize code for edge devices and have experience in fintech and privacy-focused projects. My proposed approach includes using Python with TensorFlow Lite for on-device ML models, and encryption using Cryptography libraries. My hourly rate is flexible and I am excited to collaborate on this innovative project.
$20 USD trong 40 ngày
4,4
4,4

Hi David H. Good afternoon Already have something live to show you Live Similar Site work I have gone through your requirement , I found it very interesting , Since I already have similar live to show you As i had worked on these tech Mobile App Development, AI Agents, Fraud Detection, Data Science and eCommerce I can Implement is the similar or with changes for you !!!! Let us discuss more about this Thanks
$30 USD trong 23 ngày
3,6
3,6

Hola, Estoy en perfecta sintonía con este proyecto: IA, edge computing y procesamiento seguro en el dispositivo. Flutter, React Native y MERN con SWIFT, así como mi experiencia en KOTLIN, IA/ML y ciberseguridad, me brindarán una perspectiva hacia un MVP optimizado para la detección de fraudes que prioriza la privacidad. El desarrollo de prototipos con Python, un aprendizaje automático ligero con Tensorflow Lite/ONNX y la seguridad basada en hardware mediante un enclave/almacén de claves seguro ayudarán a analizar transacciones y datos de comunicación para detectar anomalías y almacenar información personal identificable (PII) solo en el dispositivo para maximizar la privacidad. Me centraré en contar con un procesamiento de baja latencia, un motor ágil de detección de fraudes y almacenamiento localizado. Lo tendré listo para junio de 2025, lo que lo preparará para pruebas reales. ¡Contáctame y podré finalizar los términos! Me gustaría conocer tu visión y compartir contigo la hoja de ruta de mi propuesta. Atentamente, Farhin
$15 USD trong 40 ngày
5,0
5,0

Hi there, I’m really excited about the opportunity to contribute to your Personal AI Agent MVP—privacy-focused fraud detection is an area I’m deeply passionate about. With over 5 years of experience in AI/ML, cybersecurity, and edge computing, I’ve built secure, resource-efficient models that run on-device without compromising performance. I’d approach this project by leveraging TensorFlow Lite for lightweight anomaly detection, integrating secure data encryption and optimizing processing with Python and C++ where necessary. My experience in fraud detection and behavioral biometrics aligns well with your goals, and I’ve worked on fintech applications that require GDPR-compliant, privacy-first architectures. I’m confident I can deliver a robust MVP by June 2025, ensuring real-time alerts with minimal latency. Looking forward to hearing your thoughts. Cheers, Roman
$20 USD trong 40 ngày
3,4
3,4

Hello, I appreciate the opportunity to contribute to the development of the on-device fraud detection MVP. With expertise in AI, cybersecurity, and edge computing, I am confident in my ability to build a privacy-first solution that processes financial transactions and communication data securely on users' devices. My experience includes implementing anomaly detection models using TensorFlow Lite and ONNX, developing encryption mechanisms with PyCryptodome and hardware-backed security (Secure Enclave, Android Keystore), and optimizing machine learning models for low-memory environments. Additionally, I have worked with NLP frameworks such as spaCy and NLTK for phishing detection in email and SMS communications. For this project, I propose developing a lightweight system that processes data locally, implements fraud detection rules and anomaly detection models, and securely stores personally identifiable information (PII) using encryption. The solution will generate anonymized risk scores for basic client-server communication while maintaining user privacy. The MVP will focus on real-time transaction monitoring, secure data handling, and efficient fraud detection while ensuring minimal latency. Best, Humaira
$20 USD trong 40 ngày
3,4
3,4

Hello, I HAVE HANDS-ON EXPERIENCE WITH SUCH PROJECTT I will deliver- a) Top Quality—High-standard development with full dedication. b) 2.5 YEARS OF SUPPORT—Ongoing assistance & maintenance post-delivery. c) Seamless Experience—smooth, hassle-free integration & support. I’ve carefully reviewed your project requirements, and I’m confident I can deliver a robust on-device fraud detection MVP with secure local data processing, real-time anomaly detection, and encrypted PII storage. I have over seven years of experience in AI/ML, mobile and desktop development, and cybersecurity. I specialize in Python, TensorFlow Lite, ONNX, and secure data encryption using PyCryptodome, optimizing performance for low-resource devices. My approach involves designing a lightweight rules engine, implementing behavioral anomaly detection, integrating secure storage (iOS Secure Enclave/Android Keystore), and ensuring seamless on-device data processing. I can provide past projects demonstrating AI-powered fraud detection and edge computing solutions and am ready to align with your timeline and security-first approach. Please knock me in chat as I have some queries regarding the project to proceed further, Shipra
$15 USD trong 40 ngày
4,1
4,1

Hello David, ➡️I have expertise in AI/ML, cybersecurity, and edge computing to develop the MVP for a Personal AI Agent for On-Device Fraud Detection. I am confident in my ability to help build a robust, privacy-centric fraud detection system with skills. ✅ AI & Machine Learning: Experience implementing lightweight ML models (TensorFlow Lite, ONNX) for on-device processing. ✅ Fraud Detection & Security: Familiarity with rule-based fraud detection, anomaly detection, and behavioral biometrics. ✅ Secure Data Handling: Proficient in encryption protocols (e.g., PyCryptodome) and secure local data storage. ✅ Cross-Platform Development: Experience optimizing Python and C++ applications for mobile (iOS/Android) and desktop (Windows/Mac). ➡️➡️The workflow: ✅Core system setup – data pipeline, rule-based fraud detection, and encryption. ✅ML integration, phishing detection, and optimization for resource-constrained devices. ✅Testing, debugging, and preparing the MVP for real-world evaluation. ➡️I am from India, GMT +5:30, and I am available from 8:00 a.m. to 11:00 p.m. We have 16+ years of experience in software development. We have developed over 600 projects and research papers in the fields of NLP, machine learning, artificial intelligence, networking and SEO-based web and mobile apps.
$30 USD trong 40 ngày
3,0
3,0

.................................................................................................................... Hi, i have read your description, Handling sensitive data would focus on cybersecurity. I could say i have good exp with AI agents. I would like discuss more about this existing oppurtunity. Thanks.
$20 USD trong 40 ngày
1,0
1,0

Hello David, I'm thrilled at the prospect of building a Personal AI Agent for fraud detection. Your goal of a privacy-centric tool aligns with my expertise. With over 15 years in portfolio management and AI development, I led a project optimizing on-device data analysis, enhancing user privacy. To tackle on-device processing, I propose using Python for prototyping and C++ for efficiency, ensuring lightweight execution. For secure data handling, I recommend PyCryptodome for encryption, maintaining robust data privacy on devices. I'll utilize TensorFlow Lite for on-device ML due to its lightweight architecture, critical for low-latency alerts. My skills in AI, app development, and data encryption make me an ideal fit. I am ready to start immediately and meet the June 2025 deadline. With which platform do you prefer to start, mobile or desktop, for the MVP's initial deployment? Let's connect to turn this ambitious project into reality. Thanks, Keylor Carmona
$20 USD trong 25 ngày
0,0
0,0

Hi, Your project for a Personal AI Agent for on-device fraud detection is both ambitious and impactful, and I’d love to contribute to building the MVP. With expertise in AI/ML, edge computing, and secure data handling, I can help create a privacy-first solution that efficiently detects financial risks without compromising user data. I propose leveraging Python for rapid prototyping, TensorFlow Lite for lightweight ML models, and PyCryptodome for encryption. The MVP will be optimized for real-time, on-device processing with a scalable architecture to support future enhancements. I can ensure seamless integration across mobile and desktop environments while maintaining performance on resource-constrained devices. I’d be happy to discuss the project in detail, share my past work, and outline a structured development plan. Let’s connect and bring this innovative idea to life. Looking forward to your response. Regards, Arun
$20 USD trong 40 ngày
0,0
0,0

Hello, Drawing on my 7+ years of experience in software development, I am well-versed in Python, a language that’s essential for this project's execution. Particularly, my fidelity with Pandas and TensorFlow Lite, which aligns with your technical roadmap, makes me ideal for implementing the "on-device processing" and "fraud detection rules." My sturdy background in fintech stands as another key advantage that would simplify my assimilation into this project. Having previously built fraud detection systems, I’m familiar with the kind of compliance challenges encountered in the banking sector—this includes GDPR. Additionally, I bring to the table relevant mobile experience vital to delivering a functional prototype by June 2025 -- an assurance that I esteem both communication and collaboration to respectively meet real-world necessities. As a detail-oriented programmer who values client satisfaction above all else, I am committed to delivering a codebase optimized for performance on resource-constrained devices. Considering how vital data security is fro this project, my proficiency in encryption procedures and secure data handling will ensure we maintain user trust alongside an actualized MVP. To surmise, my breadth of skills, experience circumventing tough deadlines, and ability to adapt to diverse projects would make me a valuable addition to your team. Together, let's pioneer an innovative and privacy-centric fraud detection tool
$15 USD trong 40 ngày
0,0
0,0

Thank you for considering my application for this project. As a Senior Data Scientist and Developer with over seven years of experience, I bring deep expertise in Python, Generative AI, Deep Learning, and Predictive Modeling. I have carefully reviewed the project details and am eager to discuss how my skills can align with your specific needs. My approach is solution-driven, ensuring dedicated support, proactive collaboration, and consistent follow-ups throughout the project lifecycle. I would love the opportunity to further explore how I can contribute to the success of your project. Please feel free to reach out at your convenience. Looking forward to working together. Best regards, Vishal S Sachan
$20 USD trong 40 ngày
0,0
0,0

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