Dhyaneshvar K

AIML and Data Science Enthusiast

About Me

I am a 3rd year BTech student in Computer Science at IIIT Sri City, with a strong proficiency in Python and its libraries for data analysis, machine learning, deep learning, computer vision and natural lanuage processing. Passionate about Artificial Intelligence, I focus primarily on Natural Language Processing (NLP), Large Language Models (LLMs) and Reinforcement Learning (RL).
Currently, I am expanding my expertise in LLMs and enhancing my skills in web development, model integration with applications, and model deployment.
AIML & DS Core Member at Google Developer Groups IIIT SriCity for the academic year 2024-25.

Projects

Flappy Bird PPO and A2C Agents

A Reinforcement Learning (RL) agent that learns to play Flappy Bird using Stable Baselines3 and a custom OpenAI Gym environment. This project demonstrates deep RL for an arcade-style game, with PPO/A2C and entropy annealing for improved exploration.

RL Python CNN PPO A2C OpenCV Numpy

Xview2 Damage Assesment using Siamese UNet

A Siamese Unet trained on Xview2 dataset that uses a Resnet34 encoder to process pre and post disaster images to segment buildings and classify damage pixelwise (5 classes). FastAPI Backend for inference and Docker ready backend

Python FastAPI PyTorch OpenCV Matplotlib Numpy

Jarvis - Local personal Multimodal chatbot

A personal RAG based chatbot that uses llama-3.1-8B-instrcut-Q4 model as its llm, llama-3-vision-alpha-mmproj as Vision connector and ChromaDB + ElasticSearch to store and repond to the user on their day to day queries. Intelligent session management with smart information retention across sessions with hybrid retrieval

LlamaCppPython Python ChromaDB RAG LLM VLM SQLite

Bangalore House Price Prediction

A Machine Learning model that takes in various parameters of a house in bangalore including the area in SQFT, BHK, Bedrooms, Location and gives the predicted value. Web application interface made using HTML, CSS and JavaScript with a Flask server and containerized with Docker to be hosted on Render.

Scikit-Learn Python HTML CSS JavaScript Flask Matplotlib Docker Pandas

PetVerse - Website for pets

A everything for pets website using HTML, CSS and JS for front-end. NodeJS and Express for backend and MongoDB for persistent storage.

HTML CSS JavaScript NodeJS Express MongoDB

AgriIntel - Website for farmers

A website for helping Farmers. Crop recommendation based on the soil and climatic conditions. Weather forecast for the farm. Disease detection mobilenet model. Expected yield and returns and land management.

Python Tensorflow Scikit-Learn Streamlit Pandas Prophet Xgboost Matplotlib Seaborn

Skills

Python TensorFlow PyTorch Scikit-Learn FastAPI HTML CSS MySQL Seaborn Streamlit Pandas Langchain JavaScript MongoDB NodeJS OpenCV Machine Learning Deep Learning Reinforcement Learning Natural Language Processing Computer Vision LLMs Exploratory Data Analysis

Certifications

Supervised Machine Learning: Regression and Classification

DeepLearning.AI, Coursera 2024

Unsupervised Learning, Recommenders, Reinforcement Learning

DeepLearning.AI, Coursera 2025

Contact

Interested in collaborating on AI/ML projects? Let's connect!