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GJ
Gagan Jagadish
Junior AI/ML Software Engineer specializing in automation and healthcare imaging
Charlotte, NCAI Software Engineer – Full-Time Contract2 years experienceJuniorReal EstateFinancial ServicesHealthcare
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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.
Experience
AI Software Engineer – Full-Time ContractBridge Investment Group
Software DeveloperBL Healthcare
Graduate ML Research Assistant, Deepfake Detection and FingerprintingUNC Charlotte
Android Developer Intern, StartupOneTouch
Education
University of North Carolina at Charlottemaster, Computer Science (2024)
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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