Hi, I'mSuchitra Koyya

Engineered a retrieval-augmented AI system for querying large PDFs with 90%+ contextual accuracy by integrating FAISS vector search, Google embeddings, and Gemini LLM; deployed via a Streamlit chat interface with source tracing for explainable Q&A.

Designed a real-time gesture recognition pipeline achieving 90% accuracy in hand-tracking; mapped custom gestures to media control actions, enabling touch-free music playback.

Developed a live stock analysis dashboard by integrating financial APIs with technical indicators and interactive visualizations; provided investors with real-time market insights and trend forecasting.

Built a renewable energy feasibility dashboard leveraging SARIMA-based time-series forecasting; delivered actionable KPI visualizations to support data-driven wind energy investment decisions.

Trained and deployed an ML model for early-stage heart disease detection; optimized accuracy and deployed via Flask API to support healthcare diagnostics.

Implemented a deep learning pipeline using transformers and computer vision to detect landscape changes in satellite imagery; designed for large-scale environmental monitoring and anomaly reporting.

Automated workforce analytics by building an interactive Power BI dashboard; reduced manual reporting time by 50% with dynamic SQL-driven metrics on attrition, hiring, and performance trends.