- Philadelphia, PA, United States
- in/girishkolli
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Lunar-Lander
Lunar-Lander PublicAn AI agent trained to safely navigate and land a spacecraft using Proximal Policy Optimization (PPO) reinforcement learning and the Gymnasium environment.
Jupyter Notebook
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Real-Time-Emotion-Detection
Real-Time-Emotion-Detection PublicA computer vision application designed to detect, track, and classify human facial emotions in real-time using live video feeds.
Jupyter Notebook
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Catch-Em-All
Catch-Em-All PublicA ROS 2 robotics project built on turtlesim where an autonomous master turtle calculates trajectories to hunt and catch randomly spawning target turtles.
Python
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Autonomous-Driving
Autonomous-Driving PublicA hybrid autonomous driving system using a custom Convolutional Neural Network (CNN) for computer vision and a PPO Reinforcement Learning agent to navigate the CARLA simulator.
Python
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RAG-Chatbot
RAG-Chatbot PublicA local Retrieval-Augmented Generation (RAG) chatbot using LangChain, ChromaDB, and Ollama (Llama 3.1) to securely analyze and answer questions from PDF documents.
Jupyter Notebook
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Real-Time-Hand-Gesture-Drawing-Interface
Real-Time-Hand-Gesture-Drawing-Interface PublicAn interactive computer vision tool that turns your webcam into a virtual whiteboard, allowing you to draw and write on the screen using tracking hand gestures.
Python
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