Manish Yadav
Open to work0 years experienceFull Stack AI Engineer
Full Stack AI Engineer | React, Next.js, Python, AI/ML Integration
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Skills & Technologies
23 skillsWork Experience
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Projects
CollabSpace - Real-Time Collaborative Notes Editor
- Built collaborative editor (React + Node.js/Express + MongoDB) with sub-50ms sync via Socket.io WebSockets
- Engineered live presence system with heartbeat architecture tracking connections for real-time user roster
- Implemented RBAC with JWT auth, deep-link interception, and dynamic Viewer/Editor privilege provisioning
- Architected room-based document system supporting 10,000+ concurrent WebSocket connections per instance
DocuMind - AI Document QnA Platform
- Built end-to-end RAG pipeline (FastAPI + ChromaDB + Groq) with PDF parsing, chunking, and vector storage
- Generated embeddings locally using sentence-transformers (all-MiniLM-L6-v2) for semantic similarity search
- Streamed Groq LLM responses to React via SSE with page-level source citations for verifiable AI answers
- Optimized Docker image from 2.5GB to 150MB via CPU-only PyTorch wheels, cutting cold start time on Render
Lead Runner - AI-Powered Lead Generation Platform
- Built full-stack SaaS (Next.js 14 + FastAPI, Firebase/JWT auth) as$0 alternative to ZoomInfo and Apollo
- Engineered OSINT pipeline via DuckDuckGo dorking and BeautifulSoup to extract company and executive data
- Built Python Generator streaming architecture reducing TTFB from 20s to under 2.5s for real-time lead delivery
- Implemented 3-layer Groq/Gemini AI failover with Redis caching to eliminate redundant scraping and API calls
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AI Collaboration Score
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Role Compatibility Profile
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About Details
Professional Bio
Full Stack AI Engineer with expertise in building scalable web applications and RAG pipelines. Proficient in React, Next.js, Python, and cloud technologies. Experienced in integrating LLMs and optimizing system performance.
Integrated Dual Degree (B.Tech + M.Tech) in Not specified
IIT Kharagpur ( - 2026)
ISC (Class XII) in Not specified
CISCE ( - 2020)
ICSE (Class X) in Not specified
CISCE ( - 2018)