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Sukhad Joshi
Junior Data Scientist specializing in applied ML, LLMs, and analytics automation
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About
Research Analyst at Syracuse who deployed an LLM-powered lab automation system allowing researchers to run QCoDeS instrument workflows via natural language, with strong safety guardrails for real instruments and multi-instrument support. Also collaborated with non-technical stakeholders at iConsult on an audio classification/recommendation pipeline, translating business goals into metrics and Tableau dashboards with model comparisons and A/B test results.
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Key Strengths
- Deployed LLM-driven lab automation enabling natural-language control of QCoDeS instrument workflows
- Strong safety/guardrails mindset for real-world tool execution (whitelisting, strict limits, confirmations, fail-safe resets)
- Production-oriented MLOps practices using GitLab CI/CD for reliable releases and rollback
- Designs tool-first, schema-driven agents with measurable evaluation (golden sets, unit tests, success/error metrics)
- Effective cross-functional delivery: translates business definitions of quality into metrics and Tableau dashboards with A/B test results
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