My Projects
Better Agent for AppWorld
A project that aims to improve LLM model's performance in AppWorld, a platform that provides LLM agents an environment to test their ability in solving day-to-day tasks.
- Python
- Large Language Model (LLM)
- LLama
- Supervised Fine-Tuning (SFT)
- Reinforcement Learning with Human Feedback (RLHF)
- ReAct Prompting
#LLM #LLama #SFT #RLHF #ReActPrompting #NLP #ReinforcementLearning #MachineLearning
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NBA Games Real Time Database
A user-friendly database that serves as a centralized platform where users can access a wide array of statistics, performance metrics, and other relevant data tailored to their specific interests and needs.
- Python
- HTML
- CSS
- JavaScript
- Flask
- MySQL
#Sports #Data #Database #WebDevelopment
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Build a Multilingual Decipherment System
A deep learning character-level transformer model in a multilingual decipherment system with 14 languages
- Python
- PyTorch
- Transfromer
- Natural Language Processing
#DeepLearning #NLP #Multilingual #Decipherment
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Stock Market and Layoff Trend Analysis
An analysis of the stock market and layoff trends of FAANG companies from January, 2019 to April, 2024
- Python
- BeautifulSoup
- NumPy
- Pandas
- Matplotlib
- Seaborn
- Scikit-learn
#DataAnalysis #StockMarket #TrendAnalysis #Finance #FAANG #WebScraping #DataVisualization #DataMining
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