Open to GenAI / LLM Engineer roles
Based in Ahmedabad, India

Jaldeep
Sathvara

GenAI / LLM Engineer

I build intelligent systems powered by RAG, LangChain & large language models — and ship them as complete full-stack products. Former web developer turned AI engineer.

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About

Engineer who ships
complete AI products

I'm a GenAI / LLM Engineer with a background in full-stack web development. After 2+ years building production products as a Laravel & Angular developer, I made a deliberate transition into AI engineering — combining real-world product experience with modern LLM capabilities.

I specialize in RAG pipelines, structured LLM outputs, and building end-to-end intelligent applications — from the FastAPI backend to the Angular frontend. I combine AI engineering with full-stack product development, allowing me to build complete GenAI applications from backend pipelines to user-facing interfaces.

Currently building my GenAI project portfolio and actively looking for entry-level GenAI / LLM Engineer roles. I hold a B.Tech in Computer Engineering from Silver Oak University (2024, CGPA 8.54).

2+
Years professional dev
4
GenAI projects shipped
6+
GenAI concepts implemented
RAG
Core specialization
Skills

Tech Stack

AI / GenAI
LangChain RAG FAISS Groq sentence-transformers Prompt Engineering Embeddings Pydantic Structured LLM Output
Backend
Python FastAPI SQLAlchemy PostgreSQL Supabase Laravel PHP
Frontend & Tools
Angular TypeScript REST APIs Git Jupyter NumPy Pandas
Specialization

What I Focus On

RAG Systems
Building Retrieval-Augmented Generation pipelines using embeddings, vector search, semantic retrieval, and context-aware LLM responses.
LLM Applications
Designing intelligent workflows for summarization, Q&A systems, structured outputs, and document understanding applications.
Full-Stack AI Products
Delivering production-ready AI applications with FastAPI backends, Angular frontends, and clean API integrations.
Projects

What I've Built

GenAI Projects
RAG · Embeddings · Vector Search
PDF Q&A RAG
Upload any PDF and ask questions about its content. Built a complete RAG pipeline from scratch — chunking, 384-dim embeddings, FAISS vector search, and Groq LLM generation. Includes chat history and source chunk display.
FastAPI Angular 21 FAISS sentence-transformers Groq Python
View on GitHub
LangChain · Structured Output · LLM
NotesTube
Stop watching hour-long videos. Paste a YouTube URL and get structured notes, keywords, and a concise summary instantly. Built with LangChain for document processing and Groq for fast LLM inference.
FastAPI Angular LangChain PostgreSQL Supabase Groq
View on GitHub
Structured Output · Embeddings · Pipeline
Resume Analyzer
Upload a resume and paste a job description. Get a structured match score, skill gap analysis, and section-by-section improvement suggestions powered by multi-step LLM reasoning.
FastAPI Angular LangChain FAISS Groq Pydantic
View on GitHub
LangChain · Structured Output · LLM
Code Error Explainer
Paste broken code and an error message — get the root cause, corrected code, and a plain English explanation instantly. Supports Python, JavaScript, TypeScript, and SQL.
FastAPI Angular LangChain Groq Pydantic Python
View on GitHub
Web Development Projects
Laravel · Angular · Full Stack
Task Management System
Internal company tool to track team tasks, project progress, and overall company growth. Built for real production use — includes real-time discussion, role-based authorization, and organization management.
Laravel Angular MySQL PHP
Laravel · Angular · Real Estate
RealtyMart
A full real estate platform supporting property listing, rent, and sale transactions. Supports multiple user roles — builders, agents, and general users — each with dedicated dashboards and Google Reviews integration.
Laravel Angular MySQL PHP
Experience

Career Timeline

Jun 2025 — Present
GenAI / LLM Engineer
Independent — Portfolio & Transition
Left full-time role to pursue a focused transition into AI engineering. Completed a structured 6-phase AI/ML curriculum covering NLP, LLMs, embeddings, RAG, FAISS, LangChain, and FastAPI. Built and shipped 4 complete GenAI products.
Python FastAPI LangChain RAG Groq
May 2023 — Jun 2025
PHP Laravel & Angular Developer
Intelliworkz Business Solutions, Ahmedabad
Built and maintained full-stack web applications in a production environment. Developed RealtyMart (multi-role real estate platform) and a Task Management System used internally. Received a pay increment in May 2024 for consistent performance.
Laravel Angular PHP MySQL
Sep 2022 — Apr 2023
PHP Laravel Intern
Iboon Technologies, Ahmedabad
Hands-on internship working on real Laravel projects. Learned production-level backend development, database design, and REST API integration.
Laravel PHP MySQL
2021 — 2024
B.Tech — Computer Engineering
Silver Oak University, Ahmedabad
Bachelor of Technology in Computer Engineering. Graduated 2024 with CGPA 8.54/10.
2016 — 2021
Diploma — Computer Engineering
VPMP Polytechnic, Gujarat Technological University
Diploma in Computer Engineering. Graduated 2021 with CGPA 6.72/10.
Contact

Let's build something
intelligent together

I'm actively looking for GenAI / LLM Engineer roles. If you're building AI-powered products and need someone who can ship the full stack — let's talk.

Send an Email
Email
sathvarajaldeep2610@gmail.com
Phone
+91 92652 46347
GitHub
github.com/jaldeepsathvara
LinkedIn
jaldeep-sathvara-479281234