About Me
I am a Full Stack Software Engineer with over 5 years of experience designing and shipping end-to-end features across Python/Django backends, React frontends, and event-driven cloud architectures on AWS.
Currently, I work as a Software Engineer II at Qualifacts, where I own features end-to-end in a healthcare SaaS product. My day-to-day spans building robust Django APIs, crafting React UIs, architecting event-driven workflows with AWS Lambda, SQS, and SNS, and leading external EHR integrations. I also mentor engineers and champion scalable, distributed systems design.
I hold a Master of Computer Applications (M.C.A.) specialising in Artificial Intelligence & Machine Learning. I actively leverage AI-assisted development tools — Claude Code and Cursor — to accelerate delivery and quality, and I build RAG pipelines and LLM integrations as personal projects.
My engineering philosophy is to own problems fully — from architecture and implementation to mentoring teammates and driving continuous improvement. I care deeply about scalability, code quality, and building systems that solve real business problems reliably.
Technical Skills
A balanced overview of my programming, database, serverless, and development utilities.
Languages & Frameworks
Databases & Storage
Serverless & Cloud
AI & Development Tools
Experience
Software Engineer II – Python Full Stack Developer
Building full-stack healthcare software at Qualifacts (via IHCS Technologies), owning features end-to-end across Python/Django backends and React frontends. Architecting event-driven workflows on AWS (Lambda, SQS, SNS) with a focus on scalability and distributed systems. Leading external EHR integrations, mentoring engineers, and leveraging AI-assisted development tools such as Claude Code and Cursor to accelerate delivery.
Software Engineer – Python Developer
Architected and built event-driven serverless architectures for a US-based startup. Developed high-performance microservices using Python with AWS Lambda, Chalice, and Boto3. Implemented reliable real-time messaging, asynchronous tasks, and decoupled services using AWS SNS, SQS, and DynamoDB.
Senior Systems Engineer
Progressed from Systems Engineer to Senior Systems Engineer, designing, developing, and maintaining scalable backend REST APIs and microservices using Python, FastAPI, and SQL for telecom and networking clients. Modernized legacy internal operations tooling, achieving over $700,000 USD in cost savings and cutting process times by 25% using Pydantic validation and SQLAlchemy ORM optimization. Integrated Redis caching and WebSocket-based real-time communication to improve data delivery performance and responsiveness.
Featured Projects
A handpicked selection of backend systems, real-time messaging, and artificial intelligence APIs.
- •Built a RAG application using FastAPI, LlamaIndex, Google Gemini, and Qdrant enabling natural language querying over uploaded documents with grounded answers and source attribution.
- •Implemented async ingestion pipeline — document loading, chunking via SentenceSplitter, Gemini embeddings, and Qdrant vector storage — with per-document metadata filtering for targeted queries.
- •Developed a WebSocket-based streaming chatbot with Redis-backed persistent conversation memory, sliding window token management, and per-session custom personas using Google Gemini.
- •Designed a services layer separating memory operations (Redis) from LLM streaming logic (Gemini), with session TTL-based auto-expiry and graceful WebSocket disconnect handling.
- •Built an async FastAPI service using Google Gemini for sentiment analysis, named entity extraction, context-aware Q&A, and dynamic text classification with Pydantic structured outputs.
- •Implemented prompt engineering best practices — system prompt templates, few-shot examples, JSON mode — with tenacity retry logic and full OpenAPI/Swagger documentation.
- •Developed a scalable backend with Node.js for a Netflix-style platform enabling users to watch and chat in real time via session-based rooms using Socket.IO and JWT-based authentication.
- •Designed full MVC architecture and built 25+ secure REST APIs for user auth, video management, session control, and TMDB movie integration; implemented role-based access (admin, host, participant).
Let's build something
scalable together.
I'm always open to discussing backend architectures, system design, or new opportunities.