Hello!

I'm Pankaj Rawat



A Machine learning Engineer

Name: Pankaj Rawat

Job Role: ML Engineer

Experience: 1.2 Year Internship

Address: Gurgaon, India

Skills

Python 95%
PyTorch 90%
LangChain 90%
FastAPI 85%
AWS 80%

About

About Me

With over 1 year of comprehensive intern experience in the field of Data Science and ML, accompanied by a Master's degree in CS from IIT Madras. Proficient in Python, PyTorch, LangChain, NLP | CV, & AWS. Demonstrated success in leading impactful projects and providing effective solution.

  • Education: Master of Technology (CSE), IIT Madras 24
  • Coursework:Linear Algebra and Probability, Pattern Recognition & Machine Leanring, Deep Learning, Reinforcement Learning
  • Programming: Python, PyTorch, C++, SQL, Numpy, Pandas, LangChain
  • Tools: VS Code, Jupyter Notebook, Google Colab
  • Development: FastAPI, Cloud (AWS), Git, Docker & Linux
  • Certifications: Statistics, Data Science, NLP, MLOps, Gen-AI with LLMs
  • Soft Skills: Teamwork, Flexibility, Problem-Solving & Resilient

Resume

Resume

Skilled and motivated ML Engineer with over 1 year of internship experience in developing and maintaining robust ML algotithms and applications. Proficient in Python, PyTorch, LangChain, NLP/CV and AWS.

Experience


May - July, 2024

AI Engineer Intern

Aristiun B.V.

  • Deployed llama-based batched chat API on AWS sagemaker using FastAPI and Docker.
  • Performed Instruction fine-tuning of llama-3 using PEFT (Q-LORA) on user chats with reward modelling(PPO RL).
  • Optimized image-generation inference using fast samplers and fine-tuned stable diffusion 1.5 VAEs for better image quality.
  • Tech Stack: Python, PyTorch, Fast-API, AWS

June, 2023 - May, 2024

Data Science Intern

Tata Communications

  • Engineered QA chat-bot using RAG and Llama. Optimized indexing and retriever by using GNNs, improving average conversations per user per day by +45.68%.
  • Used document chunks as graph nodes and their embedding for message passing on cross-ref links, enhancing semantics.
  • Tech Stack: Python, PyTorch, Langchain, ChromaDB



Education


2022-2024

Master of Technology (CSE)

IIT Madras

Grade: 8.28

2018-2022

Bachelor of Technology (CSE)

THDC Institute of Hydropower Engineering

Grade: First class distinction.

Download CV

Projects

Projects

Below are the sample Web application projects on Java, SpringBoot, Angular & MySQL.

Uttarakhand Speaks with AI

Uttarakhand Speaks is an AI-powered local language learning platform designed to help users learn the local languages of Uttarakhand, including Garhwali and Kumaoni. The platform provides interactive lessons and AI-based tools to enhance the learning experience.

PeetBetBot(Telegram Bot) and Spring Authentication with Phantom

PeetBetBot is a Telegram bot that facilitates betting games using PEET Coin. The bot manages wallet connections, handles betting transactions, and automates the betting process while ensuring security through multi-signature wallets.

Hotel Rating App

This codebase was created to demonstrate a backend application built with Java 17 + Spring Boot 3 including CRUD operations, authentication, routing and more. This app helps users to rate a hotel services based on their experience.


Certifications

Certifications

Learning technologies that excels my problem solving.

Natural Language Processing Specialization - DeepLearning.AI

Machine Learning Engineering for Production (MLOps) Specialization - DeepLearning.AI

Advanced Software Engineering Virtual Experience - Walmart Global Tech


Generative AI with Large Language Models - DeepLearning.ai

Introduction to Statistics - Stanford University

Foundations of Data Science - AI4Bharat

More projects on Github

I love to solve business problems & and learn new technologies.


GitHub

Contact

Contact Me

Below are the details to reach out to me!

Address

Noida, India

Contact Number

+91 9548093139

Email Address

Pankajrawat1709@gmail.com

Download Resume

resumelink



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