Open to opportunities

Patel Prey

@patelprey

Message

I am an AI-focused full-stack engineer building scalable LLM systems and web applications.

India

Message

What I'm looking for

I seek roles building production LLM systems or full-stack ML products where I can apply PEFT, RAG, and end-to-end deployment to deliver measurable impact.

I am a B.Tech Computer Science student from IIT Gandhinagar specializing in LLMs, full-stack development, and applied machine learning, with hands-on experience in production-focused AI engineering.

I've contributed to production chatbot solutions using RAG pipelines, PEFT fine-tuning, and multilingual model integration, and built end-to-end systems including an automated content generation pipeline and Transformer-based price predictors.

I combine practical engineering (Django, React, WebSockets, Nginx) with ML expertise (PyTorch, JAX, TF, PEFT) to deliver performant systems and measurable improvements, such as reducing FAQ response time by up to 80%.

Experience

Work history, roles, and key accomplishments

AI Engineer Intern

Silver Touch Tech. Ltd.

Jun 2024 - Jul 2024 (1 month)

Contributed to MyBotGenie, an LLM-based chatbot using a RAG pipeline; fine-tuned models with PEFT to improve context-based generation and integrated Indic-trans2 for multilingual support, reducing response time on similarity hits by up to 80%.

LLM RAG PEFT Indic Trans2 NLP Python FAQ Systems

Summer Research Intern

IIT Gandhinagar

May 2022 - Jul 2022 (2 months)

Worked on Hidden Markov Models implementing sampling, Viterbi, and Baum-Welch algorithms; improved reproducibility of Dr. Kevin Murphy’s book repository by fixing workflows and converting plots to LaTeX for better readability.

Hidden Markov Models Viterbi Baum Welch Jax TensorFlow Data Visualization Matplotlib SeaBorn

Education

Degrees, certifications, and relevant coursework

IIT Gandhinagar

Bachelor of Technology, Computer Science and Engineering

2020 -

Grade: CGPA: 8.07

Activities and societies: Participated in research and internships; projects in web development and transformer-based models; won 1st Prize at ISTF Cyber Security Hackathon.

Pursuing B.Tech in Computer Science and Engineering at IIT Gandhinagar with a current CGPA of 8.07.