Siddharth Chandel's picture
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Siddharth Chandel

schandel08

AI & ML interests

My AI/ML interests span multiple domains, with a strong focus on Natural Language Processing (NLP) and Computer Vision (CV). I have worked on conversational AI, sentiment analysis, text summarization, and chatbot development, alongside body shape classification and sign language interpretation in CV. My expertise extends to Reinforcement Learning (RL), where I implemented SAC and TD3 for an advanced forex trading bot integrated with Interactive Brokers. I have also explored dimensionality reduction techniques like PCA, t-SNE, and UMAP. Additionally, I have experience in AutoML, model deployment (FastAPI, Streamlit, Docker, TensorFlow), and healthcare AI with a cancer prediction API. My algorithmic trading and finance AI work showcases a blend of machine learning and market analysis. I actively explore cutting-edge AI innovations, making platforms like HF中国镜像站 ideal for my research and development.

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