Punit Babu Bharadwaj

- Azure MLOps for an industrial robotics AI platform: Azure ML, GPU compute, Terraform, Azure DevOps CI/CD - GenAI: RAG, multi-agent systems, MCP, Text-to-SQL agent - Computer vision: YOLO defect detection, SAM 3 annotation tooling (COCO), DeepFace attendance - Python, FastAPI, Docker, LangChain

- Led QA (manual, automation, API, performance, security, accessibility); built a visual regression testing tool - Built RAG chatbots and multi-agent systems incl. an AI email assistant - Trained YOLO / RT-DETR models for battery detection in manufacturing; retail analytics (footfall, heatmaps, dwell time)

- Designed reusable test automation frameworks (Python, Java, Selenium, Requests, Allure, POM) adopted across projects and integrated into CI/CD - Introduced JMeter performance, security and accessibility testing - Trained colleagues on Selenium 4, Python and modern QA practices - Collaboration Award

- Manual, API and automation testing in Agile teams (SoapUI, ReadyAPI, Selenium, Python) - Wrote a migration script from paid ReadyAPI to SoapUI, cutting licence costs across devices - Built automation pipelines and reusable scripts; maintained suites in Bitbucket - Team Excellence Award, Rising Star Award

Logistics start-up during COVID-19 lockdown: doorstep luggage delivery and storage for tenants. - Built the website, database and order/invoice/payment system - 1,000+ orders, INR 10.8 lakh revenue - Ran operations, vendors and customer support end to end

- Automated repetitive collections work with Python + Selenium (bulk payment links and messages via Salesforce CRM) - Built a Tkinter GUI so non-technical teammates could run it - +68% team productivity; led to company-wide adoption of automation