Mohammad Bayat
Oradell,NJ
Summary
Results-driven Software Engineer with an M.S. in Computer Science, specializing in scalable, secure web systems and Al-powered automation integrating backend reliability, cloud computing, and intelligent agent technologies.
Overview
5
5
years of professional experience
Work History
Full-Stack Developer
SimBay AI
Oradell, NJ
08.2024 - Current
- Designed full inventory and e-commerce platform using Next.js 15, Prisma, PostgreSQL backend.
- Reduced database latency 40% through Redis caching, query optimization, and Prisma indexing.
- Integrated Stripe payments with OAuth 2.0 and JWT authentication following OWASP standards.
- Built real-time notification system using Socket.IO and Redis for order confirmations.
- Enabled dynamic order control with WebSocket events to prevent low-inventory purchases.
- Developed responsive dashboards using TypeScript, Tailwind CSS, and Next.js for better UX.
- Created Al-powered voice chatbot using LLMs and OpenAI Whisper for accessible ordering.
- Integrated RAG pipeline and memory store enabling personalized, context-aware LLM conversations.
Full-Stack Developer
Freelance
Remote
09.2020 - 08.2025
- Developed Inbox Insights using SendGrid, GPT API, and Next.js for intelligent newsletter parsing.
- Designed Flask-based API integrating LLM reasoning for real-time urgency detection and intelligent responses.
- Optimized Al pipelines to achieve high scalability, low latency, and memory-efficient processing.
- Ensured accessibility and performance compliance using Lighthouse audits across multiple browsers and devices.
- Integrated Sentry for continuous error tracking, performance insights, and production diagnostics.
- Engineered an Autonomous Web Navigation Agent that interprets natural-language goals and performs live browser actions using LangGraph, Playwright, and GPT-4 reasoning loops.
- Designed an interactive frontend dashboard in Next.js + WebSockets for visualizing the agent's step-by-step reasoning, DOM interactions, and screenshots in real time.
- Integrated AWS S3+ Lambda to stream agent-captured snapshots to the frontend.
- Deployed via GitHub Actions, Vercel, and AWS CloudWatch maintaining 99 percent uptime.
Education
M.S. - Computer Science
New Jersey Institute of Technology (NJIT)
08.2025
B.A. - Computer Science
Queens College - City University of New York
05.2023
Skills
- Python
- C
- JavaScript (ES6)
- TypeScript
- LangChain
- LangGraph
- OpenAI API
- PyTorch
- TensorFlow
- Scikit-learn
- Retrieval-Augmented Generation (RAG)
- Neural Networks
- Reinforcement Learning
- Prompt Engineering
- LLM
- Evaluation & Benchmarking
- Machine Learning
- Deep Learning
- SQL
- PostgreSQL
- MongoDB
- Neo4j
- Vector Databases
- Database Design
- Query Optimization
- Redis
- AWS (Lambda, S3, CloudFront, EC2)
- Docker
- Kubernetes
- GitHub Actions
- Vercel
- CI/CD
- Pipelines
- Cloud Deployment
- Nodejs
- Expressjs
- FastAPI
- Django
- Flask
- REST API
- GraphQL API
- Reactjs
- Nextjs
- HTML5
- CSS3
- WebSockets
- Responsive Design
- OAuth 20
- JWT
- OWASP
- Unit Testing (Pytest, Jest)
- Lighthouse
- Sentry
- Agile
- Scrum
- Version Control (Git/GitHub)
- JSON
- XML
Websites
Timeline
Full-Stack Developer
SimBay AI
08.2024 - Current
Full-Stack Developer
Freelance
09.2020 - 08.2025
M.S. - Computer Science
New Jersey Institute of Technology (NJIT)
B.A. - Computer Science
Queens College - City University of New York