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manmohan659/README.md

Hi, I'm Manmohan πŸ‘‹

AI Researcher & Full Stack Engineer building production ML systems and scalable distributed architectures.

Currently pursuing MS in Computer Science (AI) at University of San Francisco, with 5+ years shipping enterprise software across fintech, aviation, and climate tech.

πŸ”¬ Recent Work

ML Engineering @ Lender Toolkit
Building agentic workflows with LangChain/LangGraph β€’ Fine-tuning Qwen-16B via QLoRA β€’ RAG pipelines with Pinecone/Cohere rerankers β€’ Deployed on AWS ECS Fargate

Backend Engineering @ Accelya
Microservices in Spring Boot β€’ Real-time pipelines with Spark/Kafka/Elasticsearch β€’ Time series forecasting (ARIMA, LSTM)

Distributed Systems @ TCS
SSO for 100+ products (OIDC, magic links) β€’ gRPC with mTLS β€’ Redis caching, WebSockets, Kafka-backed CI/CD

πŸ’‘ Notable Projects

CashCanvas – Zero-cost PWA: Chase data ingestion β†’ SQLite β†’ Supabase sync β†’ real-time spending visualizations
ChatDB – Natural language SQL interface powered by LLMs
Blockchain Loan Exchange – Decentralized lending platform with Web3/MetaMask integration
Drone Memory Management – Long-term memory middleware for autonomous systems

πŸ“š Research

Respiratory Sound Classification for Remote Diagnosis
Deep learning architectures for medical audio processing

πŸ› οΈ Tech Stack

AI/ML: PyTorch, CUDA, LangChain, QLoRA, Pinecone, RAG
Backend: Python, C++, Java/Spring Boot, Node.js, FastAPI, Kafka, Redis, gRPC
Data: Apache Spark, Elasticsearch, PostgreSQL, MongoDB
Cloud: AWS (ECS, Bedrock, Cognito), Docker, K8s
Frontend: React, TypeScript, TailwindCSS

πŸ“« Reach me: manmohan659@gmail.com β€’ LinkedIn β€’ 𝕏
🌐 Portfolio: manmohan659.github.io/manmohan-portfolio

Pinned Loading

  1. drone_assembler drone_assembler Public

    JavaScript 1

  2. sauravpanda/BrowserAI sauravpanda/BrowserAI Public

    Run local LLMs like llama, deepseek-distill, kokoro and more inside your browser

    TypeScript 1.3k 122

  3. Cloud-Code-AI/BrowserEval Cloud-Code-AI/BrowserEval Public

    A library to evaluate LLM models which run inside Browser.

    TypeScript 2 3

  4. AIMeetsMortageMeetsCrypto AIMeetsMortageMeetsCrypto Public

    JavaScript 1

  5. manmohan-portfolio manmohan-portfolio Public

    JavaScript 1

  6. DbChat DbChat Public

    Java