Data Scientist
Current- Developed 'Susanna', an AI chatbot using RAG with Hugging Face and OpenAI, improving EV charging operations.- Fine-tuned the LLaMA 7B model using PEFT for enhanced energy management and user interaction.- Built custom Power BI dashboards for real-time EV station monitoring and performance insights.- Detected energy consumption anomalies and implemented cost-saving strategies.- Forecasted energy demand with Prophet, achieving 2.68% MAPE for more accurate predictions.- Enhanced map accuracy using DBSCAN clustering for better location analytics.- Optimized user timing patterns, improving the charging station experience.- Integrated NLP techniques to analyze user feedback and improve satisfaction.- Supported MLOps pipelines for model deployment and monitoring.