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ksek87/README.md

Keelin Sekerka

AI product & solutions  ·  GTM  ·  agentic AI  ·  evaluation & safety

LinkedIn

Solutions Engineer at Sama — built the company's first agentic AI evaluation offering from zero.

Six years taking AI from concept to deployment across very different domains: computer vision for sustainable aquaculture at ReelData AI (pre-seed → Series A), GenAI at scale in financial services at EY Canada (Tech Lead, 12K calls/day), now agentic AI evaluation and safety.

Comfortable across the full arc — research and engineering through to product, pre-sales, and commercial. Native English & French · Montreal.

Responsible AI was a concern long before it was a career move — it's why I chose B Corp employers, mission-led ventures, and the AI4Good Lab at Mila, and why fuzzd exists.

Projects

fuzzd   Rust Python

Adversarial fuzzer for MCP servers — tool poisoning, shadowing, and rug-pull attacks. ~91% MCPTox coverage. Deployable as a CI/CD security gate.


recut-ai   Python

Agent observability — intercepts live runs mid-flight, forks from any step, flags behavioural drift. Framework-agnostic.


sniff_ai   Python

Turns a memory or feeling into a professional fragrance composition. RAG · custom NER · scent classifiers.

Advisor on AI product & GTM · Leedana

AI4Good Lab evaluator 2025–26 · Mila

Python Rust TypeScript PyTorch Hugging Face Azure MCP LLMs

Profile-views

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  1. recut-ai recut-ai Public

    Agent observability with mid-flight interception and counterfactual replay.

    Python 1

  2. sniff_ai sniff_ai Public

    An NLP-powered, Agentic AI approach to Perfumerie. Create custom fragrances using poetry.

    Jupyter Notebook 2

  3. themm1/procyclingstats themm1/procyclingstats Public

    procyclingstats scraper

    Python 100 36

  4. trigger-warning-classification trigger-warning-classification Public

    Natural Language Processing project exploring the classification problem of 'triggering' content on social media.

    Jupyter Notebook 1

  5. urmzd/lepus-classifier urmzd/lepus-classifier Public archive

    A CNN research project exploring optimal image classification architectures for small datasets, demonstrating that data quantity remains the fundamental bottleneck for deep learning performance.

    Jupyter Notebook 2 1

  6. c45-decision-tree-medical-data-mining c45-decision-tree-medical-data-mining Public

    Data Mining project to implement Quinlan's C4.5 decision tree algorithm from scratch for medical data mining using the Thyroid allbp dataset

    Python 2