Anthony CerelliResume
Toronto, ON, Canada

Anthony Cerelli

Product Manager • AI Engineer • Three-Time Founder

Product manager, AI engineer, and three-time founder who ships agentic AI products from prototype to production, writing the code, owning the roadmap, and driving go-to-market.

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GitHub contributions

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Experience

  • 2026 – Present

    OpenTable

    Product Manager Intern

    • Created product specs for 5 projects, ranging from one-pagers and PRDs to functioning prototypes, delivering new features that fit the roadmap and quarterly big rocks.
    • Applied a product builder mentality across multiple prototypes built in Figma Make, Snowflake, and Cursor, turning one-pagers into technical artifacts that expedite the double-diamond design process.
    • Drove AI opportunities: pitched an AI localization project to executives, collaborated on evals for a multimodal large language model, and tested long-horizon agents for automated QA tasks.

  • 2022 – 2025

    Genellipse

    AI Product Engineer

    • Built a RAG interface on AWS Bedrock, pairing a vector database with an embedding model so data engineers could self-serve answers on DAG metadata and AWS services, reducing reliance on tribal knowledge.
    • Owned serverless data pipelines for Finance and Accounting end to end, orchestrating DAGs with AWS Glue and Step Functions.
    • Automated finance and accounting reporting in Python and SQL, replacing manual workflows.

  • 2021

    Genellipse

    Data Science Intern

    • Built and tuned a binary classifier on live customer data to detect existing customers, reaching a 95% F1 score.
    • Managed a team of interns delivering a premium calculation GLM and the full-stack interface built on top of it.

  • 2021

    Fairfax Financial Holdings Limited

    Data Science Intern

    • Built a customer segmentation model using K-Means and PCA that lifted campaign engagement 30%.
    • Built a TFX pipeline that ingests any dataset and auto-trains a classifier or regressor from its structure.

  • 2020

    Nuclear Promise X

    Software Engineer Intern

    • Built a predictive-maintenance prototype that improved efficiency 20%.
    • Researched blockchain applications to cut energy transaction costs.

  • 2019

    PepsiCo

    Automation Intern

    • Owned a UiPath RPA rollout across finance operations, saving 1,000+ hours per year.
    • Built SQL and DAX BI dashboards that replaced manual reporting for operations teams.

  • 2019

    KPMG

    Tax Incentives Intern

    • Wrote engineering reports supporting SR&ED tax credit claims to the CRA, consulting with research company clients to translate their technical work into qualifying activity.
    • Shipped a billing automation tool in Python and Selenium deployed across Canada.

Startups

Euclid Labs (Founder)

Dec 2025 – Present
  • Building an agentic radiologist: fine-tuning a VLM on 250K+ DICOM images across 4 medical modalities in a compliant AWS environment.
  • Building a paralegal agent that automates intake and document work for local small businesses.
  • AI consulting for a law firm: created custom GPTs that increased case workflow productivity.

Approva Financial (Co-Founder)

Jan 2023 – Mar 2024
  • Techstars-backed venture; raised $500K.
  • Built AI matching that pairs borrowers with private lenders.

Social Fabric (Co-Founder)

Jan 2022 – Jan 2023
  • Antler Founder in Residence; ran user research and problem validation.
  • Modeled cryptocurrency volatility and prices from social media sentiment.

Additional Achievements

Ongoing
  • Grew a social media company to 80K+ followers; hosted a podcast interviewing NBA personalities.
  • DJ and music producer; perform at Toronto venues and create content for local DJs.

Projects

CaissaLM (Beta)

AI chess tutor and adaptive coach that adjusts instruction to every player level.

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Survivor fantasy app for friends

A fantasy league experience built for Survivor fans.

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Investor platform for Althra demo days & clients

Investor onboarding and demo day experience platform.

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Skills

Product & AI

0→1 Product DevelopmentAgentic AI SystemsApplied ML / LLM / VLMRAG & EvalsRapid Prototyping

AI Development

AWS BedrockPythonRAG LLMMachine Learning DevelopmentNeural NetworksTensorFlow/TFX

Data Science

PythonRK-MeansPCABinary ClassificationRegression Analysis

Data and Cloud

AWSSQLPythonETL/ELTPower BI (DAX)Real-time Analytics

Education

Rotman School of Management, University of Toronto

MBA Candidate

Class of 2027 • Core: Finance, Strategy, Marketing, Operations, Statistics, Accounting • Member: Business Technology Association; Entrepreneurship and Venture Capital Association • Runner-up, AI case competition hosted by Accenture

University of Waterloo

BASc, Nanotechnology Engineering (with distinction)

Class of 2022 • Curriculum spanned quantum computing, computer science, and statistics

Contact

Get in touch

Interested in collaborating, hiring, or just saying hi? Email me directly or connect on LinkedIn.

anthony.cerelli@rotman.utoronto.ca 905-691-3237 LinkedIn GitHub

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