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Srinivasa Pavan Kancharla
Mid-level Software Engineer specializing in machine learning and full-stack AI systems
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About
Built production-grade Python systems in a medical/imaging context, including an image feature extraction and survival prediction microservice with strong testing, validation, and observability practices. Also developed a Playwright-based autonomous job application agent that handled dynamic UIs and anti-bot challenges with stealth tooling, proxies, and human-in-the-loop escalation.
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Key Strengths
- Built end-to-end Python microservice from research to production
- Strong reliability engineering mindset with validation, retries, and observability
- Hands-on testing experience across unit and contract testing
- Advanced Playwright automation for brittle, dynamic web UIs
- Practical anti-bot automation using stealth, proxies, and HITL escalation
- Able to turn ambiguous requirements into iterative product delivery
- Experience identifying edge cases through user research and real-world testing
- Security and privacy awareness in medical software contexts
- Uses logging-driven root cause analysis to debug flaky systems
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1 publication
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