
Kushal Sheth
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Portfolio
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Full time • 7 mos
AI Engineer
Oct 2025 - Jan 2026 • 3 mos
• Developed 5 specialized AI agents using LangGraph, FastAPI, and Groq LLMs includingGeneric Assistant, Gym, Map, Planning & Execution, and Restaurant Agents. • Built an AI assistant to route queries to domain‐specific agents for document RAG search, web search (SerpAPI), calendar automation, and weather retrieval.. • Implemented Retrieval‐Augmented Generation (RAG) pipelines using ChromaDB vector database for semantic document search and contextual responses. • Developed AI‐powered systems including a fitness assistant with hybrid document + video retrieval and computer vision‐based posture detection. • Designed a planner–executor agent architecture enabling LLMs to break complex queries into structured workflows. • Integrated geolocation, routing APIs, and place search services to create a location‐aware Map Agent for recommendations and navigation guidance.
Python and Database Developer
Jan 2025 - May 2025 • 4 mos
• Built 15+ REST APIs and integrated 4 major financial sources (FMP, FRED, EDGAR, Yahoo) to ingest high‐volume market and fundamentals data. • Designed dual PostgreSQL pipelines (Raw→Curated) handling 10+ years of 13F‐HR institutional holdings for 90+ top investors. • Created 12+ Airflow DAGs with retry logic and monitoring, improving pipeline stability by 40%. • Implemented Medallion Architecture and developed the 13F‐HR XML ingestion pipeline with CIK tracking and deduplication, reducing data redundancy by 60%. • Built valuation, trend, and institutional analysis tools supporting batch and incremental updates. • Implemented centralized error tracking, automated recovery flows, and real‐time Email/Telegram alerts for pipeline monitoring. • Designed 30+ relational tables with indexing, constraints, and secure API authentication across services.