Shyam Thakkar

v1.0.0

Experience

1.5 Years

GenAI Projects

10+

Hey! I'm Shyam Thakkar

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Creator of AIFolio.in — I build production-grade AI products using

FastAPIfor backend. I specialize in Gen AI applications with

LangGraph, creating intelligent SaaS solutions powered by AI.

Tech Stack

SDE -1 (GenAI Developer)

June 2025 – Present

Engineered AI-driven automation systems by integrating LLMs with complex business logic, enabling natural-language instructions to trigger reliable, validated actions across internal platforms.
Built robust data-extraction and validation pipelines that combined web automation, structured LLM output, and real-time API checks to ensure accuracy.
Designed and implemented custom tool-call frameworks allowing LLMs to safely interact with external APIs and verify user-provided inputs.
Developed dynamic content-generation workflows powered by rule-based logic and LLM capabilities, improving operational efficiency.

AI/ML Intern

Dec 2024 – June 2025

Developed an in-house API for background removal using BiRefNet and open-source Rembg, reducing client costs by 7%.
Designed and implemented a Candidate Filtering RAG System using LLM-based prompt engineering and hybrid retrievers.
Built a modular pipeline incorporating question generation, JSON-based metadata filtering, and vector store retrieval (Weaviate) to optimize relevance scoring.

Data Analyst Intern

May 2024 - June 2024

Developed an invoice reader project using optical character recognition (OCR) technology to accurately read and display the contents of invoices.
Led a team of interns on various projects, providing guidance and support to ensure successful project completion.