Projects

Automated Job Market Data Pipeline

Data Engineering (GCP)

• Built automated ingestion with GCP Cloud Functions and Cloud Scheduler.
• Implemented raw landing zone in Cloud Storage and incremental ELT in BigQuery.
• Designed analytics-ready datasets with partitioning, clustering, and data quality checks.

Advanced RAG with MLflow

MLOps / AI

• Developed a RAG pipeline for document upload, embedding storage, and contextual querying.
• Integrated MLflow for experiment tracking and pipeline deployment.
• Optimized ChromaDB ingestion/retrieval for speed and persistence tradeoffs.

• Source code

Chat with your Resume

AI Engineering

• Built a CPU-friendly RAG system to chat with resume content in a web interface.
• Applied caching and fast inference patterns for constrained hardware.
• Combined retrieval, reranking, and LLM serving across open model providers.

• Source code

Solar Energy Prediction

Machine Learning

• Built a weekly solar energy forecasting model with reported 97% accuracy.
• Used an LSTM architecture combined with attention mechanisms.
• Processed 50hertz API historical data (2010-2019) for training and evaluation.

• Source code