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Matthew Oshin

40mExperience

Experience

Where I have worked, building AI products and learning the markets.

Resume (PDF)

  1. AI strategy and marketing lead at a cancer medical device company

    2025 to present
    • Building the brand, positioning, and investor narrative from scratch for a pre-clearance surgical device: a Series A pitch deck, a public marketing site, and a gated investor portal with an approval-based access flow, supporting an active eight-figure raise.
    • Set digital-marketing strategy around FDA-compliant content requirements from the start.
    • Driving agentic AI automations across clinical and operational workflows under FDA constraints (saving roughly 5 hours a week), and supporting investor relations directly.

  2. AI strategy lead at a communications firm

    2026
    • Stood up the firm's AI function from scratch, covering R&D, education, and internal discovery.
    • Built and shipped the firm's internal AI platform, then embedded with practice teams to ship 11 custom production apps, including real-time media monitoring, an intelligence platform, and an agentic ops dashboard, with working prototypes inside four weeks.
    • Engineered the data pipeline: a RAG layer over the firm's 27 TB corpus, plus a labeling loop that captured training signal.
    • Drove the platform to 61% adoption across a 400-person firm with role-based training tied to real workflows, and hired and managed the technical team.

  3. Equity research at an equity research firm

    2024
    • Produced differentiated views on names and ran the classic buy-side loop: generate an edge, pressure-test it, size it with conviction.
    • Built theses across AI, nuclear, and precious metals, and conducted management interviews.
    • Built an intelligence-aggregation system to pull research signal from many sources, and supported portfolio reporting and due diligence.

  4. AI product manager at an early-stage healthcare AI startup

    2023
    • Led a team of four developers building an AI platform in the healthcare-career space.
    • Owned product direction and the operational infrastructure of getting an early-stage product off the ground.
    • Shipped on Python, React Native, and MongoDB.

  5. Software product manager at an early-stage software company

    2022 to 2023
    • Early product-management experience on the software side, sharpening the build-and-ship muscle.
    • Built community and marketing infrastructure for AI companies, with automated marketing products sold to 3 clients.