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Shubham ThakurST
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Shubham Thakur

@shubhamthakur3

AI engineer building production LLM assistants and agentic workflows.

India
Message

What I'm looking for

I want to build production-grade LLM apps—RAG, AI agents, and streaming UX—that are reliable, measurable, and scalable. I’m excited to ship FastAPI/React solutions and optimize prompts and workflows for real business impact.

I’m a results-driven AI engineer who builds and deploys intelligent systems with Large Language Models (LLMs), AI agents, and agentic workflows. I translate complex AI ideas into scalable solutions that improve accuracy, consistency, and real user outcomes.

In my current role as an AI Prompt Engineer, I built a RAG-based AI assistant for an LMS using LangChain, OpenAI embeddings, and ChromaDB—enabling context-aware, multi-turn querying of course content. I’ve also engineered structured prompt frameworks (chain-of-thought, few-shot, system-role) that improved LLM output accuracy and consistency by 40%+, and delivered end-to-end LLM pipelines for automated content generation, quiz creation, and learner personalization for 10,000+ learners.

I’m equally focused on production readiness: I’ve deployed FastAPI microservices for AI REST endpoints, embedded streaming AI experiences into React/Next.js interfaces, and automated supporting workflows with n8n, Zapier, and Make.com. Previously, I optimized LLM prompts to reduce hallucinations by 45%, and I still enjoy building clean, user-friendly web interfaces—starting from an internship foundation in HTML5, CSS3, JavaScript, and React.js.

Experience

Work history, roles, and key accomplishments

MA
Current

AI Prompt Engineer

MapleLMS

Apr 2026 - Present (3 months)

Built a RAG-based LMS AI assistant using LangChain, OpenAI embeddings, and ChromaDB, enabling context-aware multi-turn answers. Designed and deployed LLM pipelines and multi-step agent workflows, and exposed AI capabilities via FastAPI microservices integrated with React/Next.js.

Education

Degrees, certifications, and relevant coursework

IC

IMS Engineering College

Bachelor of Technology, Computer Science & Engineering

2021 - 2025

Grade: CGPA: 7.6 / 10

Pursued a Bachelor of Technology in Computer Science & Engineering. Earned a CGPA of 7.6/10.

SC

Shivoy School (CBSE)

Senior Secondary (12th Grade), Science

2020 - 2021

Grade: Score: 87%

Completed Senior Secondary (12th Grade) with a Science stream. Scored 87%.

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