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MIT
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MIT
1 follower · 1 following
  • 03:49 (UTC -12:00)

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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ylemiesa57/README.md
Hi nice to meet you! Portfolio · Google Scholar · Email

I work across AI risk research, hardware/systems (RISC-V, FPGA), and applied ML infrastructure — MIT coursework and UROP research on one side, independent hardware and pipeline projects on the other.

▸ Outstanding UROP Student Award · MIT UROP, Sloan School of Management · 2026
▸ Best Paper Nominee · Winter Simulation Conference (WSC) 2025
▸ 3 publications on AI for cyber/critical-infrastructure risk management, incl. Systems (13(10), 835) and WSC 2025 proceedings — see Google Scholar
▸ UROP research under Dr. Ranjan Pal (MIT Sloan) on Bayesian networks for cyber attack-graph inference

Tech Stack ⚙️

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  1. RAG-AI-OS RAG-AI-OS Public

    lightrag built OS system with verification oriented purposes

  2. portfolio portfolio Public

    Live portfolio drawn from the GitHub API — hardware/AI/robotics work, styled as a blueprint sheet.

    TypeScript

  3. Kindred_Items Kindred_Items Public

    A tool for rememberance

    TypeScript

  4. 6.5931-Final-Project 6.5931-Final-Project Public

    Edge RAG LLM Accelerator — models a Sheared-LLaMA 2.7B RAG system on a Jetson Orin Nano-class platform (8GB shared DRAM), using Einsum-based prefill/decode latency formulations to find and fix the …

    Jupyter Notebook

  5. ai-bom-analysis ai-bom-analysis Public

    AI/ML supply-chain risk analysis: builds AI-BOM dependency graphs and runs weighted Monte Carlo simulations over CVEs, misconfigurations, and data quality to rank systemic risk, mirroring SBOM secu…

    HTML