5ingularity

Led the end-to-end development of an advanced price prediction system, architecting the backend using Python (TensorFlow/Keras) to implement a Bidirectional LSTM with attention mechanism. Integrated Binance API for real-time data ingestion and engineered pipelines for feature extraction using technical indicators such as RSI and MACD. Enhanced model robustness through noise injection and comprehensive hyperparameter tuning, achieving highly accurate hourly forecasts. Designed and built an automated fact-checking backend workflow leveraging crewai and Pydantic, with a modular claim-processing pipeline that verified sources and logged results to structured databases. Automated data flow and ensured high concurrency and fault-tolerance through multithreaded job orchestration, reducing manual verification effort and increasing throughput. Developed and deployed an intent-driven chatbot system in Python using PyTorch for sequence modeling and NLTK for end-to-end NLP tasks. Architected backend services to support dynamic intent recognition, conversation state management, and on-demand function mapping (e.g., automated stock data retrieval), enabling extensible and scalable AI assistant deployments. Developed a real-time crypto market-making backend using PyTorch LSTM for price forecasting and Optuna for hyperparameter tuning. Implemented asynchronous order management, live data streaming, and robust error handling for production readiness. Created interactive Dash dashboards and data processing pipelines with Pandas, NumPy, Matplotlib, and Plotly. Followed best Python backend practices including RESTful APIs, Docker, automated testing, and CI/CD for scalable, secure fintech solutions.

Collaborated closely with a small web development team to design and deliver custom websites and tailored web solutions for small-scale clients, ensuring functionality and client satisfaction. Contributed to all phases of development, including planning, coding, and deployment, gaining experience in creating responsive and user-friendly web applications. Played a key role in understanding and managing website operations at a local city-wide level, enhancing skills in project coordination, scalability, and regional deployment strategies.

Provided part-time consultation services to a diverse global clientele via an online platform, delivering tailored guidance to enhance interpersonal communication and interaction. Leveraged principles of psychology and ethics to foster effective, empathetic, and culturally sensitive dialogue, improving client engagement and understanding. Developed strong virtual communication skills by adapting to varied client needs, time zones, and cultural context honing active listening and problem-solving abilities. Cultivated a client-centric approach, ensuring ethical standards and psychological insights informed strategies, resulting in enhanced client satisfaction and communication outcomes.