Open to opportunities

Harsh Jambukiya

@harshjambukiya

AI & Machine Learning focused M.Tech student delivering NLP/NLP-GenAI solutions through research, model analysis, and RAG systems.

India

Message

What I'm looking for

I’m looking for an AI/ML role where I can work on NLP and GenAI (RAG, LangChain), analyze models deeply, and build learner-friendly products with strong backend reliability and REST API/data integration.

I’m an M.Tech Computer Engineering student with a strong foundation in Machine Learning and NLP, focused on technical research, model analysis, and learner-friendly AI solutions. My projects center on personalized NLP like text summarization and content recommendations, using evaluation-driven development and research-oriented documentation.

In work experience, I built backend services and REST APIs for an education platform, including content-based recommendation logic for learner-content personalization. I also implemented a PDF-based Question Answering system using LangChain + RAG with Astra DB (Cassandra vector database), emphasizing context-aware answers, embeddings, and secure, reliable API/data flows.

Experience

Work history, roles, and key accomplishments

Dotnet Developer

Pravik It Solutions

Oct 2023 - Jun 2024 (8 months)

Built and analyzed a content-based recommendation engine to power learner-content personalization for an education platform. Developed REST APIs and implemented a PDF question-answering system using LangChain + RAG with Astra DB for semantic search and context-aware answers.

C#.NET REST APIs Content Based Recommendation Lang Chain Retrieval Augmented Generation (RAG)Astra DB Vector Search Backend Testing

Angular Developer

Vedikin Solutions

May 2023 - Sep 2023 (4 months)

Enhanced cloud data migration efforts and improved accuracy of cost estimation. Supported design and development work for application components.

Angular TypeScript Cloud Migration Cost Estimation Design and Development REST APIs JSON Git

Education

Degrees, certifications, and relevant coursework

Dharmasinh Desai University (DDU)

M.Tech, Computer Engineering

2024 -

Grade: 6.72 CPI

Activities and societies: Data preprocessing, evaluation, RAG, LangChain, Docker, Git; machine learning and NLP research.

Pursuing an M.Tech in Computer Engineering with a focus on Machine Learning and NLP, including technical research and model analysis. Working on RAG and LangChain-based approaches and related evaluation using Docker and Git.

LDRP Institute of Technology and Research

Bachelor of Computer Engineering, Computer Engineering

2019 - 2023

Grade: 6.84 CPI

Activities and societies: Personalized text summarization using NLP & ML; work on preprocessing, vectorization, similarity scoring, and model evaluation.

Completed a Bachelor's program in Computer Engineering with coursework covering data preprocessing and machine learning fundamentals. Completed a personalized text summarization project using NLP and ML.

Swaminarayan Gurukul Rajkot Sansthan

HSC

2017 - 2019

Grade: 67.66

Activities and societies: NLP research: text preprocessing, vectorization, similarity scoring, and model evaluation.

Completed HSC and conducted research-oriented work involving NLP techniques such as text preprocessing, vectorization, similarity scoring, and model evaluation.