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Gagan Jagadish

Junior AI/ML Software Engineer specializing in automation and healthcare imaging

Bridge Investment GroupUniversity of North Carolina at CharlotteCharlotte, NC2 Years ExperienceJunior LevelWorks On-Site

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About

Backend-focused engineer who built a Python-based automation system leveraging Gemini AI and prompt-driven PDF field extraction to replace a previously manual third-party workflow. Drove stakeholder alignment around accuracy/acceptance thresholds and added production-minded safeguards like graceful failure handling and backup model contingencies.

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Key Strengths

  • Designed an automated backend system to replace a manual third-party process (targeted 95% manual effort reduction)
  • Achieved ~97–98% model extraction accuracy; aligned acceptable performance threshold (~95%) with stakeholders
  • Implemented resilience measures for API/model failures (graceful failure handling, user indication of failures, backup model plan)
  • Identified and fixed critical edge cases (missing PDFs, model unavailability) to improve robustness

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Experience

AI Software Engineer – Full-Time ContractBridge Investment Group · May 2025 – Presentcontract
Software DeveloperBL Healthcare · Jan 2024 – Apr 2025
Graduate ML Research Assistant, Deepfake Detection and FingerprintingUNC Charlotte · Aug 2023 – May 2024part-time
Android Developer Intern, StartupOneTouch · Aug 2022 – Nov 2022internship

Education

University of North Carolina at Charlottemaster, Computer Science (2024)

Languages

English

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Connect with Gagan

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Typically responds within 24 hours

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Gagan JagadishJunior AI/ML Software Engineer specializing in automation and healthcare imaging