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vmercel/README.md

Header Crafting AI solutions, one model at a time.

Welcome to my GitHub universe! Iโ€™m a Machine Learning Engineer and Data Scientist with over 7 years of experience, passionate about building innovative AI solutions that transform healthcare, education, materials science, and IoT. I blend ML wizardry with QA precision to deliver scalable, reliable systems.


About Me ๐ŸŒŸ

  • What I Do: I architect end-to-end ML workflowsโ€”from data wrangling to scalable deploymentโ€”using Python, TensorFlow, PyTorch, and cloud platforms (AWS, GCP). Iโ€™m a QA enthusiast, ensuring robustness with PyTest and Jest.
  • Background: PhD in Computational Physics, MSc in AI Engineering, and currently pursuing an MSc in Computer Science at Maharishi International University.
  • Experience: Built healthcare chatbots, quantum simulators, and more, with a knack for optimization and validation.
  • Fun Fact: I once optimized a scheduling system so well, it gave me time to ponder lifeโ€™s mysteriesโ€”or at least the next hyperparameter tweak!

GitHub Stats ๐Ÿ“Š

Mercel's GitHub Stats Mercel's GitHub Streak
Top Languages GitHub Trophies

Profile Views


Tech Stack ๐Ÿ’ป

Category Tools & Skills
ML & Data Science Python TensorFlow PyTorch Scikit-learn XGBoost Pandas NumPy OpenCV
Programming SQL MATLAB C++ Java React Node.js
Cloud & DevOps AWS GCP Docker Kubernetes Terraform
Data Engineering Spark Kafka Hadoop MySQL PostgreSQL
Visualization Tableau Power%20BI D3.js Matplotlib
QA & Optimization PuLP Gurobi PyTest Jest

Featured Projects ๐Ÿš€

  • Diet Recommendation System
    Engineered a Python planner with Scikit-learn, leveraging K-means and collaborative filtering for personalized diets, validated with PyTest for reliability.
  • AI-Enabled Digital Campus
    Developed a PyTorch RL system with DQN to optimize campus scheduling efficiently, validated statistically for precision and impact.

  • Quantum Material Simulator
    Crafted a TensorFlow model for quantum transport prediction, enhancing efficiency with transfer learning and experimental validation.

Explore more in my repositories!


Experience Highlights ๐Ÿ†

  • ML Engineer / Data Scientist @ International Research Center for AI and IoT (2022-Present)
    Built healthcare chatbots and IoT systems with TensorFlow and PyTorch, automating workflows with Kubernetes and ensuring QA with PyTest.

  • Computational Scientist @ Computational Materials Science Lab (2019-2022)
    Engineered ML pipelines and molecular dynamics engines, optimizing schedules with PuLP and validating outputs rigorously.

  • Full Stack Engineer (Freelance) @ Cyprus Massachusetts Center for Innovation (2022)
    Created a school management system with React and Node.js, securing it with Jest-tested APIs.


Letโ€™s Connect! ๐Ÿ“ซ

Email LinkedIn

๐Ÿ“ž Phone: +1-641-451-4295
๐Ÿ’ฌ Reach outโ€”Iโ€™m up for collaborating on exciting projects or discussing AI, physics, or coffee brewing secrets!


Whatโ€™s Next? ๐ŸŒ

Stay tuned for my adventures in generative AI and cloud-native ML as I wrap up my MSc. Have an idea? Letโ€™s make it real!


Popular repositories Loading

  1. deepAttention deepAttention Public

    A python package for single target multiclass classification

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  3. Diet-Recommendation-System Diet-Recommendation-System Public

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    Food/Diet Recommendation system using machine learning

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  4. vmercel.github.io vmercel.github.io Public

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  5. vmercel vmercel Public

    Config files for my GitHub profile.

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    2023 International Conference on Artificial Intelligence for Smart Internet of Things

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