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Dimple Galla
Mid-level Data Scientist / AI-ML Engineer specializing in RAG, MLOps, and real-time analytics
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About
Software/ML engineer who built a production automated job-finding and cold-email personalization system for Fortune 500 outreach, using JobSpy for dynamic scraping, LangChain orchestration, and LLM+vector DB semantic search with grounding/relevance metrics and guardrails. Also delivered a predictive investment analytics platform for financial advisors, communicating results via Tableau dashboards and portfolio KPIs like Sharpe ratio and drawdowns.
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Key Strengths
- Built and deployed an LLM-driven job discovery + personalized outreach system (scraping + email generation)
- Solved dynamic job-site scraping challenges by switching to JobSpy API
- Personalization via vector DB + semantic search (RAG-style approach)
- Applied evaluation metrics (grounding score, relevance score) and guardrails to improve reliability
- Hands-on orchestration with LangChain for LLM workflows
- Strong non-technical stakeholder communication (clear analogies + live Tableau demos)
- Delivered predictive analytics for financial advisors with measurable portfolio KPIs (Sharpe ratio, drawdowns)
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