At Tredence Inc., I completed a Data Analyst training program covering Python, SQL, Excel, PySpark, Generative AI, machine learning, and cloud fundamentals. I was selected for the top-performing training batch after a qualifying assessment.
For my Job Market Analysis project, I analyzed 35,000+ job postings across 100+ countries with a SQLAlchemy and SQLite pipeline. I built reusable data-cleaning workflows and visualizations to highlight compensation benchmarks and skill-demand trends.
I also built Aura, a real-time platform for messaging and media sharing in dynamically created rooms. Its Express and Socket.IO backend managed room state, presence, and 10+ WebSocket events.
For my Email Automation System project, I built a Python backend for scheduled, automatically retried emails, with a send-log audit trail. I added CSV ingestion and APScheduler automation, supported by a 24-test Pytest suite.

