Hello, my name is
Rajarshi Roy
And I'm a

About me

I'm Rajarshi and I'm a

Hello everyone, I'm Rajarshi Roy, a driven Computer Science and Engineering student maintaining an impressive 8.9 GPA at Kalyani Government Engineering College. Beyond academia, my journey includes impactful experiences such as winning the Smart India Hackathon 2022 with team "BRAINCELLS," showcasing my ability to innovate under pressure and team work.

Proficient in data analytics, machine learning, and basic web development, I bring a diverse skill set to the table. Certified in Machine Learning and Google Data Analytics, I am dedicated to staying at the forefront of modern technologies.

Explore my portfolio for a snapshot of academic excellence and practical application, reflecting my commitment to advancing technology. Let's connect and explore the limitless possibilities of the digital realm!

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Achievements and Blogs

Smart India Hackathon'22 winners

Our team "Braincells" pitched a solution for the problem statement "Suggest an innovative approach to serve the educational needs of the weaker section of the society during this challenging situation of COVID-19" provided by the Ministry of Housing and Urban Affairs . We developed an app having two versions-one through which online classes can be conducted during pandemic and the other one through which people can volunteer to educate and donate the weaker section of the society through offline events. We also gamified our app to make the volunteering-teaching-learning cycle interesting.

Navigating the Rental Maze: Crafting a Coding Adventure and Landing My First Kaggle Medal

Explored rent costs in Bangalore and Hyderabad, sparking a coding venture. Employed Scrapy and Selenium for web scraping, built a housing price prediction project with Krish Naik sir's guidance, and added a personalized recommendation feature. Check out the GitHub scraping project and Kaggle dataset. Secured my first Kaggle bronze—just the beginning!

My skills

My creative skills & experiences.

Hello there! I'm currently diving into the world of AI and Machine Learning & excited to use my skills to solve everyday problems through cool projects

Know more
Languages
Python, SQL
Data Science
 Machine Learning, Deep learning, LLMs
Mathametics for ML
 Statistics & Probability
MLops Tools
DVC, MLflow, github actions
Databases
 Mysql, Mongodb, Postgresql, Pinecone
Gen AI Framework and Models
LlamaIndex, Langchain,
Google Gemini

Projects

AI Research Assistant

Developed an AI Research Assistant app utilizing Gen AI and RAG model, powered by Google Gemini. Facilitates question answering from uploaded research papers via Streamlit. Data is cleaned, indexed using Llamma-Index with the Gemini Embedding Model.

Tech Stack : Python, LlamaIndex, Google Gemini, Streamlit, Pinecone, Docker, Github Actions, AWS ECR, AWS EC2.
Game Recommender App

A game recommendation system, powered by Google Gemini, offers seamless scalability and natural language query handling. Its user-friendly chatbot interface built with Streamlit integrates user feedback for ongoing enhancement. Langsmith facilitates logging and monitoring.

Tech Stack : Python Langchain Google Gemini Streamlit FAISS Docker Github Actions AWS ECR AWS EC2 Terraform

My Sweet Home

Engineered a housing price prediction system employing content-based filtering. Achieves 90% accuracy for sales and 70% for rentals. Offers 6 similar property recommendations with cosine-similarity percentages.



Tech Stack : Python, Flask, HTML and CSS, Scikit-learn, DVC, MLFlow, Docker, Github Actions, AWS ECR, AWS EC2
Check Out More Projects... Check Out My Certifications...

Work Experience

May 2024 - Present

Artificial Intelligence Institute of South Carolina

AI Research Intern

  • Under Mentorship of Prof. (Dr.) Amitava Das.
  • Working and testing capabilities of Large Language Models their ability to retain proper context alignment while generating response.

Contact me

Get in Touch

Looking forward to hear from you !!
Let's connnect

Name
Rajarshi Roy
Kaggle Account
Email
royrajarshi0123@gmail.com
LinkedIn
GitHub