citizenhicks
ai enthusiast
About Me
indie ml researcher and ai enthusiast with a passion for developing innovative solutions. experienced in large language models and reinforcement learning. focusing on creating impactful and scalable applications.
Projects
pegasus
Pegasus is an AI-driven financial analysis platform designed to streamline document ingestion and reporting. It leverages large language models (LLMs) for both text and multimodal (vision) tasks, enabling complex PDF ingestion, chunk-wise summaries, and robust interactive chat features.
GitHub RepositoryGRAPES: Graph-based Reasoning and Planning with Ensemble Systems
An innovative approach to enhance language model reasoning using Monte Carlo Tree Search.
- Tech Stack: Python, asyncio, Pydantic
- Achievement: Improved accuracy from 62.50% to 78.12% on complex reasoning tasks
TD3-HER for Robotic Control
Implementation of Twin Delayed Deep Deterministic Policy Gradient with Hindsight Experience Replay for sparse reward environments.
- Tech Stack: Python, TensorFlow, Gymnasium, Panda-Gym
- Features: Sparse reward learning, Hindsight Experience Replay, Twin Delayed DDPG
CyberSweat (also known as workout.AI)
CyberSweat, the ultimate fitness companion for your workouts! Our app uses GPT3.5 to generate personalized workout plans for you, based on your goals and preferences. Whether you're looking to build muscle, lose weight, or improve your overall fitness, the CyberSweat has you covered. With a wide range of exercises to choose from, you can mix and match to create the perfect workout for your needs.
- Tech Stack: Swift, SwiftUI, Firebase, OpenAI
- Features: One of the first apps which used generative ai to create personalised workouts
closed sourcecode