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Bharath Kumar Talasila
Mid-level Full-Stack Developer specializing in cloud-native SaaS dashboards
Full Stack Developer4 years experienceMid-LevelHealthcare ITFinancial ServicesRetail
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About
Built Nexthire-AI, shipping an end-to-end LLM-powered resume–job description matching product (React + Node.js) using embeddings and retrieval to generate match scores and skill-gap recommendations. Improved post-launch engagement by making feedback cleaner and more actionable, and added production guardrails (validation, timeouts, fallbacks) to handle messy resume formats and AI API instability.
Experience
Full Stack DeveloperCigna
Full Stack DeveloperJPMorgan Chase
Software Developer EngineerKroger
Education
Auburn University at Montgomerymaster, Computer Science
CMR Institute of Technologybachelor, Computer Science
Key Strengths
- End-to-end ownership of LLM product features (API, backend, UI, launch, iteration)
- Pragmatic tradeoff decisions (external AI API vs custom model) to ship faster
- Improved product engagement by making AI feedback more actionable (skill gap analysis + suggestions)
- Built RAG-style workflow with embeddings and structured prompts for resume/JD matching
- Implemented production guardrails (validation, prompt templates, timeouts, fallbacks) for reliability
- Handled messy real-world text inputs via preprocessing/normalization and section extraction
- Iterated using evaluation loops with test sets and manual review to reduce generic outputs
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