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noahkostesku/README.md

Noah Kostesku

CS @ Western University


Experience

  • Machine Learning (representation learning, explainability, multimodal systems)
  • Computer Vision (self-supervised learning, saliency evaluation, video models)
  • Reinforcement Learning (policy optimization, simulation environments, benchmarking)
  • High-Performance Computing (distributed training, MPI, GPU clusters, workload scheduling)
  • Applied AI Systems (agentic workflows, multi-agent orchestration, real-world deployment)

Skills & Tech Stack

Languages 💻

                 

Frameworks & Libraries 📚

                 

LLMs I Work With

             

IDEs & Tools

         

Pinned Loading

  1. ferroflow ferroflow Public

    A distributed work-stealing tensor computation scheduler in Rust, built for HPC clusters. Features dynamic load balancing across nodes via MPI, lock-free local deques, and benchmarks against static…

    Rust 1

  2. kernelserve kernelserve Public

    Custom GPU kernel benchmarking platform — cuda-oxide Rust kernels vs Triton vs PyTorch on Alliance Canada HPC (A100/H100). MLflow tracking, OTel tracing, Grafana dashboard. Peak 1409 GB/s on H100.

    Python 2

  3. llmExplainabilityPaper llmExplainabilityPaper Public

    Implementation for 'Explainability in Credit Risk Modelling', featuring pipelines that generate SHAP and GNNExplainer explanations and translate them into human-readable narratives using LLMs like …

    Python

  4. pretraining-saliency-downstream-classifiers pretraining-saliency-downstream-classifiers Public

    A controlled empirical study comparing supervised, MoCo, SwaV, and random-init ResNet-50 encoders on STL-10 via linear probing, jointly evaluating downstream classification accuracy and saliency e…

    Jupyter Notebook

  5. gitcheckpoint gitcheckpoint Public

    Git-style version control for AI conversations: save, rewind, branch, merge, and diff chats like code, with voice-first interaction.

    Python

  6. wealthmind wealthmind Public

    LangGraph-based multi-agent financial analysis system for Canadian portfolios, delivering real-time, ranked, dollar-impact insights.

    TypeScript