I’m Shibadrita Saha, a Data & AI Engineer and Project Associate at IISc Bengaluru, working on agentic frameworks, LLM-based fault management, and log analysis. Skilled in Python, SQL, and Machine Learning, I bridge research and applied engineering to build intelligent, data-driven systems.
Previously, I interned as a Data Engineer at NYX, optimizing Airflow pipelines and cloud automation, and completed job simulations with KPMG, Accenture, and PwC, strengthening my expertise in analytics and business insights.
Passionate about MLOps, generative AI, and applied analytics, I thrive where data drives innovation.
Focused on building autonomous log analysis and RCA agents using state-of-the-art Hugging Face models . Experienced in causal graph modeling, real-time log processing, and agent-based system simulations for fault detection in Linux-based HPC environments.I blend prompt engineering, log vectorization, and Flask-based APIs to create RCA dashboards, severity charts, and FAISS-backed memory systems.Passionate about bridging AI research with practical system resilience.
• Transformed PostgreSQL database infrastructure, accelerating data retrieval by 30%.
• Deployed Google Analytics API to process and analyze 100K+ data points monthly.
• Mobilized cross-platform marketing automation with Meta and Google Ads APIs, boosting campaign
ROI by 20%.