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An AI full-stack engineer with experience building multi-agent RAG systems, real-time AI pipelines, distributed job orchestration, and evaluation frameworks. Skilled across Python, JavaScript, TypeScript, backend systems, vector search, LLM integrations, and full-stack SaaS development.
Skills
Experience
AI Full-Stack Engineer — Multibagg AI
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Ask Iris - AI Financial Research Assistant: Built a multi-agent RAG assistant over 500K+ annual reports, concalls, and regulatory filings. Implemented hybrid search in Qdrant with metadata filtering, re-ranking, and source-cited answers. Owned the Python ingestion pipeline covering PDF extraction, preprocessing, chunking, embeddings, and indexing. Served 2K+ investor queries per day at a 20-second average response time across 500K+ documents. Real-Time AI Pipeline - Union Budget 2026: Built a real-time Python pipeline streaming live speech to gpt-4o-transcribe for transcription. Extracted events from the live transcript and generated investor-focused summaries within seconds. Supported 3K+ concurrent users and generated 5K+ SEO clicks from 500K+ impressions in a day. Distributed Cron-Based System: Built a distributed cron orchestration system on BullMQ and Redis with retries and monitoring. Automated hundreds of recurring jobs across financial data for 6K+ companies and 8K+ mutual funds. Scheduled data collection, document processing, and AI workflows, improving pipeline reliability and scalability. RAG Evaluation Framework: Built an automated evaluation framework measuring retrieval quality, relevance, faithfulness, and citation accuracy. Combined LLM as a Judge, rubric-based, and deterministic evaluations to assess tool selection and agent behavior.
Featured projects
Chatbase - Website to Chatbot SaaS
RAG · Vector Search · Embeddings
Knowledge Base Creation: Automated website crawling and knowledge-base creation, converting pages into embeddings for vector search. Custom Chatbot Platform: Built a SaaS platform that turns any website into a custom RAG chatbot answering only from the site's content.
UToob AI - YouTube Content Intelligence SaaS
OpenAI · Google Gemini · AI · YouTube
Content Generation: Built an AI SaaS platform that transforms YouTube videos into summaries, notes, quizzes, and social content. Multi-Model Integration: Integrated OpenAI and Google Gemini models for generation and interactive chat over video transcripts.
Education
Vellore Institute of Technology — Master of Computer Applications
Dr. RML Avadh University — B.Sc., Computer Science
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