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MLOps & Research
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MLOps & Research
118 followers · 73 following

Achievements

Achievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx3Achievement: Arctic Code Vault Contributor

Highlights

Organizations

@fossasia @IEEEUCSC @SAG4X @Mechatronics-Club-UCSC @Flix-Software @mlsasrilanka

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SahanDisa/README.md

Sahan Dissanayaka

Senior Data Scientist · MLOps Engineer · AI/ML Systems

Building production ML systems at scale — from feature stores to inference pipelines

LinkedIn Gmail Kaggle Medium Twitter Stack Overflow

About Me

  • 🛫 Data Scientist/ML Engineer at ISA(Air Arabia Group)
  • 🤖 Designing and shipping data products
  • 📝 Researcher published author · Google Summer of Code alumnus (2021 student → 2022/23 mentor)
  • ✍️ Writing about ML systems, MLOps, and AI on Kaggle and Medium

GitHub Stats



ML & Data Science Stack

Core ML

Python scikit-learn XGBoost LightGBM PyTorch ONNX Optuna

MLOps & Infrastructure

MLflow FastAPI Docker Kubernetes Snowflake Apache Airflow

Data & Cloud

Pandas NumPy SQL PostgreSQL MongoDB GitHub Actions Linux

Dev Tools

VS Code JetBrains Git Java JavaScript TypeScript

What I'm Working On

  • 🚀 Production ML Pipelines — cascaded seat propensity models with ONNX export, zone-level classification, and config-driven YAML model registry
  • 🧠 Research — multimodal foundational models, edge AI, evolving paradigms in time series modelling
  • ✏️ Teaching — CCS3308 Virtualization & Containers; bridging container orchestration theory with MLOps production patterns

"Production-readiness over accuracy. Systems that ship, scale, and survive."

Pinned Loading

  1. imagelab imagelab Public

    Forked from scorelab/imagelab

    ImageLab is a standalone tool which supports anyone to get started with image processing related concepts and techniques in an interactive, less logical way.

    Java 1

  2. Flix-Software/Pandemic-Stop Flix-Software/Pandemic-Stop Public

    Pandemic stop is a mobile application that helps to stop the spreadness of a virus using community support. It uses machine learning and IoT technologies. It used sensor information and location de…

    Dart

  3. tensormap tensormap Public

    Forked from scorelab/tensormap

    TensorMap will be a web application that will allow the users to create machine learning algorithms visually. TensorMap will support reverse engineering of the visual layout to a Tensorflow impleme…

    JavaScript

  4. W3 W3 Public

    Forked from Group-48-W3/W3

    Complete Contract Management System for Single Business Owners. Primary objective of W3 contract management system is to facilitate managing contracts under the business with data analytics and oth…

    PHP

  5. cloud-platform-portal cloud-platform-portal Public

    cloud platform portal is a full-stack application for students who like to versatile their knowledge on cloud technologies using Microsoft Azure. It includes cloud features like blob storages, logi…

    TypeScript 1

  6. time-series-error time-series-error Public

    This node package consists with basic time series error evaluation metric implementation in js. You can use this package for any machine learning model evaluation other than the time series scenarios.

    JavaScript