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Santosh Kukna

@santoshkukna

Data Scientist at TransOrg Analytics building LLM systems that cut candidate screening from five hours to under five minutes.

India

Message

At TransOrg Analytics, I built an LLM-powered candidate shortlisting pipeline that reduced screening a 60-candidate shortlist from five hours to under five minutes. I also developed a proctored assessment platform and automated interview, offer, and onboarding workflows.

I'm building a private credit loan valuation platform at TransOrg Analytics. Earlier, as a Research Intern at CloudDefense.ai, I built a Python Docker image vulnerability scanner and automated web application testing; my projects include a multi-agent system for diagnosing production incidents.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

TransOrg Analytics

Jun 2026 - Present (5 months)

Automated data mapping using LLM for a global bank, cutting manual effort by 80%. Architected metadata enrichment and human-in-the-loop review for data stewards.

fastAPI Lang Chain GPT 4o Mini MongoDB Milvus Docker Compose REST APIs

Research Intern

CloudDefense.ai

Dec 2024 - Apr 2025 (4 months)

Built a Python Docker image vulnerability scanner with CVE matching and automated JSON CVE report generation. Implemented Playwright-based test automation, increasing test coverage by 40%.

Python Docker CVE JSON Playwright Testing Automation