● Implemented API authentication and HTTP communication with Kraken cryptocurrency exchange using RESTful in Python and Go. ● Developed scripts to retrieve account balances, place sell orders with secure server authentication and measure API response time ● Technologies: Python, RESTful APIs, HTTP, JSON, Network Protocols, Cryptography

● Developed a multi-agent system using LangGraph and OpenAI to automate startup business planning. ● Implemented a RAG pipeline with Tavily Search for real-time data retrieval, enabling agents to generate market analysis, financial projections, and technology roadmaps from a single user prompt. ● Technologies: Python, LangChain, LangGraph, OpenAI API, RAG, AWS EC2

● Built a 3D reconstruction pipeline using NeRF, capturing scenes and rendering 3D outputs from multi-view images. ● Collected and processed real datasets, and customized camera path generation for dynamic video renders using spiral and interpolation techniques. ● Fixed compatibility issues to enable full pipeline execution on Google Colab with GPU acceleration. ● Technologies: NeRF, Nerfstudio, Python, PyTorch, Colab, 3D Gaussian Splatting, OpenCV, CUDA

● Implemented a hand landmark detection system using MediaPipe to track sign language gestures for real-time recognition. ● Built a custom sign gesture classification model using a Random Forest Classifier, trained on a hand-collected dataset. ● Utilized OpenCV to extract and preprocess hand gestures from live video streams. ● Constructed a custom dataset for model training and validation, capturing diverse sign language samples. ● Successfully implemented real-time landmark tracking; ongoing efforts focused on improving gesture prediction accuracy and model performance.

● Developed a multi-agent system using LangGraph and OpenAI to automate startup business planning. ● Implemented a RAG pipeline with Tavily Search for real-time data retrieval, enabling agents to generate market analysis, financial projections, and technology roadmaps from a single user prompt. ● Technologies: Python, LangChain, LangGraph, OpenAI API, RAG, AWS EC2