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Shreyas Darade

Mid-level Data Scientist specializing in business intelligence and machine learning

Armada PartnersCarnegie Mellon UniversityPittsburgh, PA2 Years ExperienceMid LevelWorks On-Site

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About

Internship experience building a production LLM-powered podcast operations agent that automated lead intake (HubSpot), guest research, scheduling (Calendly), meeting-summary evaluation (Gemini), and human approval via Slack bot—while retaining rejected candidates for future outreach. Also contributed to ideation of a multi-agent orchestration framework with parsing and task routing, and emphasized reliability via structured prompts, HITL feedback, and prompt-based test sets.

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Key Strengths

  • Built and deployed an end-to-end LLM-powered podcast agent integrating HubSpot, Calendly, Slack, and a database
  • Designed structured prompts and parsing to reduce tool/LLM misinterpretation in production workflows
  • Applied human-in-the-loop gating (Slack feedback) for candidate selection and scheduling decisions
  • Conceptualized multi-agent orchestration with routing and preprocessing (parser) for reliable task delegation
  • Practical evaluation approach using test prompt sets and good-vs-bad example datasets

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Experience

Data ScientistArmada Partners · Aug 2025 – Dec 2025contract
AI/ML Engineer InternNaptic · Jun 2025 – Aug 2025internship
Senior AnalystGEP · Sep 2022 – Aug 2024

Education

Carnegie Mellon Universitymaster, Information Systems Management (Business Intelligence and Data Analytics) (2025)

Awards

  • Dean’s List (All Semesters) - Carnegie Mellon University

Languages

English

Publications

1 publication

Intelligent Transportation SystemsComputer Vision (Emergency Vehicle Detection)Traffic Signal Scheduling

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Shreyas DaradeMid-level Data Scientist specializing in business intelligence and machine learning