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dylanjayabahu/README.md

Hi there, I'm Dylan Jayabahu 👋

🎓 Software Engineering @ University of Waterloo
🤖 AI/ML Researcher · 📈 Quant-curious · 🛠️ Builder

Current & Recent Projects

  • IDC Detection – Deep learning for Invasive Ductal Carcinoma diagnosis (IEEE CCECE 2025)
  • RAG Tradeoffs - Systematic evaluation of 10+ LLMs to map the Pareto Frontier of accuracy vs. latency.
  • LOB-Engine - C++20 Matching Engine (5.8M orders/sec) using lock-free SPSC queues and custom memory pooling.
  • Firefighter Robot – Maze-solving autonomous flame extinguishing robot, all-time record holder

Languages, Frameworks, and Tools

Python Java C C++ JAX TensorFlow PyTorch Keras Git R SQL

Links & Contacts

Website LinkedIn ORCID

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  1. idc-detection idc-detection Public

    Invasive Ductal Carcinoma detection from histology images with deep learning

    Python 1

  2. rag-tradeoffs rag-tradeoffs Public

    Stress-testing RAG tradeoffs: Mapping the performance cliff of long-context retrieval vs. chunking strategy on Apple Silicon.

    Python

  3. LOB-engine LOB-engine Public

    C++20 Matching Engine optimized for 86ns latency and 5.8M orders/sec using lock-free SPSC queues and custom memory pooling on ARM64.

    C++ 1

  4. firefighter-robot firefighter-robot Public

    Autonomous robot built to locate and extinguish flames in a maze. All-time record setter for Maze 1 & 2 – TEJ4MI final project at Laurel Heights Secondary School.

    Visual Basic .NET

  5. data-structures-and-algorithms data-structures-and-algorithms Public

    Solutions, Assignments, Notes and Coursework for CS1332: Data Structures and Algorithms Course

    Java

  6. data-science-machine-learning data-science-machine-learning Public

    Solutions, Coursework and Notes for PH125.8x: Data Science: R Basics

    R