Abhishek Kumar Shah profile photo 1 on Tal

Abhishek Kumar Shah

Intern @Emergent (YC S24) | BITS Pilani | LLMs, RAG, MCP

Bengaluru

1+ year of work experience

Emergent
Mar 20266 mosPresent

Bengaluru, Karnataka, IN

Emergent Labs (YC S24)
WNS-Vuram
Mar 20254 mosJun 2025

Bengaluru

➢Built production RAG pipelines at WNS using LangChain/LlamaIndex + Qdrant (hybrid retrieval, deep learning reranker), implementing 6+ advanced strategies (RAG Fusion, HyDE, Query Decomposition, etc.) with a custom LLM router for dynamic strategy selection. ➢Developed a Multimodal RAG system (PDF, DOCX, CSV/XLSX, audio, video) and an autononmous SQL Agent using LangGraph with LLM-based query validation. ➢Evaluated pipelines via RAGAs + LLM judges on 770+ synthetic QA pairs — achieved 94.3% semantic similarity and 79.1% correctness; earned a performance-based extension
Skai Lama
Nov 20242 mosDec 2024

Noida

I revamped the Bytes App analytics dashboard by adding real-time quiz data tracking, improving response monitoring, and fixing critical UI and routing issues. I also redesigned the Integrations page to improve navigation and frontend performance. Additionally, I built an AI-powered chatbot for the Kite App using the OpenAI Assistants API to help customers access personalized discount offers and enhanced analytics visualization using react-google-charts with bundle-level insights.
Scaler School of Technology
Apr 20242 mosMay 2024

Bengaluru, Karnataka, IN

Mentored 10+ students in advanced DSA topics of Dynamic Programming and Backtracking.
GitHub
@abhishekshah5486

Abhishek’s AI Stack

claude code
claude code
codex
codex
gemini
gemini
hugging face
hugging face
langchain
langchain
langgraph
langgraph

Education

Birla Institute of Technology and Science, Pilani

Bachelor of Science - BSc(Hons), Computer Science

Birla Institute of Technology and Science, Pilani

20234 yrs2027
Scaler school of technology

Undergraduate 4 Yr. Certificate Program, Computer Science and AI

Scaler school of technology

20234 yrs2027

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Headline

Intern @Emergent (YC S24) | BITS Pilani | LLMs, RAG, MCP

About

Abhishek is a Computer Science student with a passion for building things. Currently a 3rd undergraduate at Scaler School of Technology, he is pursuing a Bachelor of Science (BSc Hons.) from BITS Pilani, graduating class of 2027. Abhishek's interests lie in AI/ML and Full Stack Development. An enthusiast for Artificial Intelligence and Machine Learning, he is constantly striving to learn and adapt in this ever-evolving field.

Location

Bengaluru

AI stack

claude code

codex

gemini

hugging face

langchain

langgraph

Work experience

SWE Intern at Emergent, Mar 2026 - Present · 6 mos, Bengaluru, Karnataka, IN, Emergent Labs (YC S24)

Engineering Trainee Intern at WNS-Vuram, Mar 2025 - Jun 2025 · 4 mos, Bengaluru, ➢Built production RAG pipelines at WNS using LangChain/LlamaIndex + Qdrant (hybrid retrieval, deep learning reranker), implementing 6+ advanced strategies (RAG Fusion, HyDE, Query Decomposition, etc.) with a custom LLM router for dynamic strategy selection. ➢Developed a Multimodal RAG system (PDF, DOCX, CSV/XLSX, audio, video) and an autononmous SQL Agent using LangGraph with LLM-based query validation. ➢Evaluated pipelines via RAGAs + LLM judges on 770+ synthetic QA pairs — achieved 94.3% semantic similarity and 79.1% correctness; earned a performance-based extension

Software Engineer Intern at Skai Lama, Nov 2024 - Dec 2024 · 2 mos, Noida, I revamped the Bytes App analytics dashboard by adding real-time quiz data tracking, improving response monitoring, and fixing critical UI and routing issues. I also redesigned the Integrations page to improve navigation and frontend performance. Additionally, I built an AI-powered chatbot for the Kite App using the OpenAI Assistants API to help customers access personalized discount offers and enhanced analytics visualization using react-google-charts with bundle-level insights.

Undergraduate Teaching Assistant, Data Structures and Algorithms II at Scaler School of Technology, Apr 2024 - May 2024 · 2 mos, Bengaluru, Karnataka, IN, Mentored 10+ students in advanced DSA topics of Dynamic Programming and Backtracking.

Education

Bachelor of Science - BSc(Hons), Computer Science, Birla Institute of Technology and Science, Pilani

Undergraduate 4 Yr. Certificate Program, Computer Science and AI, Scaler school of technology

Public links

github: https://github.com/abhishekshah5486

Abhishek Kumar Shah - SWE Intern in Bengaluru | Tal