Skip to content
View meronoumer's full-sized avatar

Block or report meronoumer

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
meronoumer/README.md

Hi, I'm Meron

CS & Applied Math @ Smith College | Machine Learning Fellow | HPC Researcher | Aspiring Software / AI / Data Engineer
I explore the intersection of AI, Data, and High-Performance Computing, building end-to-end solutions and scalable systems.


🛠️ Tech Stack

Languages
Python C++ Java R SQL

Frameworks & Libraries
TensorFlow scikit-learn PyTorch
NumPy Pandas
Matplotlib

Developer & HPC Tools
Git GitHub Linux Jupyter
VS Code
Docker


📌 Featured Projects


🌱 Highlights & Experience

  • Break Through Tech AI Fellow/AI Engineering – ML projects solving real-world industry problems,building dashboards
  • HPC Researcher @ Smith College – Distributed Bayesian optimization, parallel pipelines, and HPC scaling.
  • Undergraduate Researcher – Wearable data analysis, stress & exercise classification, PCG signal processing.
  • Teaching Assistant | Calculus II – Helping students strengthen mathematical intuition and problem-solving skills.

📊 GitHub Stats

Meron's GitHub stats
Top Languages


✨ Always building, always learning ✨
📫 Connect with me: LinkedIn

Pinned Loading

  1. heart-disease-diagnostic-aid heart-disease-diagnostic-aid Public

    This project aims to classify specific types of vascular heart diseasesusing phonocardiogram audio signals and ML. Leveraging a supervised learning approach, we to analyze PCG recordings. Our datas…

    Jupyter Notebook 1

  2. Chambers-Capital-Ventures-Inc/operations-insight Chambers-Capital-Ventures-Inc/operations-insight Public

    Team 2 Challenge

    Python

  3. assistive-vision-app assistive-vision-app Public

    fine-tune MobileNetV2 for a small multi-label dataset derived from COCO (or an ImageNet subset). The goal is to export a TensorFlow Lite model suitable for mobile inference.

    Python

  4. Sentiment-Aware-Book-Recommender Sentiment-Aware-Book-Recommender Public

    A mood-based book recommender that matches user mood text to book descriptions using TF-IDF embeddings and cosine similarity. FastAPI powers the backend recommendation API and a Next.js frontend pr…

    TypeScript

  5. mpr-lab/hpc-bayes-opt mpr-lab/hpc-bayes-opt Public

    Exploring scalability of Bayesian Optimization (BO) frameworks (BoTorch, Optuna, Ray Tune,DeepHyper) on HPC. Designing distributed pipelines, benchmarked CNNs, RNNs, and transformers, and developin…

    Jupyter Notebook

  6. quad_simulator quad_simulator Public

    Python