Building agentic systems and AI products — hackathon winner (Google Cloud × Elastic, AWS × Riot Games, Google Research, Google for Health) and research in LLM-based information extraction.
- Portfolio: https://www.karthikvemireddy.com/
- LinkedIn: https://www.linkedin.com/in/karthikvemireddy18/
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ProCheck — Google Cloud × Elastic Hackathon (winning project)
- AI medical-protocol assistant: natural-language queries over official guidelines → ranked, cited checklists.
- Hybrid search (BM25 + dense vectors via RRF) + Gemini.
- Project: https://devpost.com/software/procheck · Repo: https://github.com/arthik444/procheck
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Rift Analyzer — AWS × Riot Games Rift Rewind Hackathon (winning project)
- Agentic tool-calling system (AWS Bedrock) over a match-analysis engine with 20+ metrics.
- Project: https://devpost.com/software/rift-analyser
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CaseTwin — Google MedGemma Impact Challenge (special technology winner, Google Research)
- Matches acute chest X-rays with historical “twins” to accelerate referrals.
- Repo: https://github.com/arthik444/case-twin
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BillBeam — AI bill splitting from receipt photos (live, Proper use case of LLM vision capabilities)
- Live: https://billbeam.pro/ · Repo: https://github.com/arthik444/preSplit
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LeetSpace — spaced-repetition coding interview prep (live, Notion for problem solving)
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VidMod — autonomous video compliance agent
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Hemolix.Extract.V — SIGMOD 2026 (Demo Track), Bengaluru, India
- LLM extraction that auto-selects an optimal plan (Gemini / Mistral / Groq) per document.
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Hemolix.TabGen — ACL 2026 (Industrial Track), San Diego, USA
- Structured table generation via bi-dimensional hierarchical metadata + LLM-profile optimization.