I'm Mihai-Adrian Militaru, a PhD student at Politehnica University Timisoara, researching machine learning in bioinformatics to explore new drug properties using information theory. I build Python pipelines for cheminformatics (RDKit), predictive modeling (scikit-learn, TensorFlow), entropy calculations (SciPy), and medical data handling (Biopython). My background includes a Master in Machine Learning with hands-on experience deploying ML models on big data, time-series forecasting, and data engineering for financial datasets. I've contributed to several projects and research articles, and I enjoy turning complex data into actionable insights through clean code, scalable pipelines, and interactive visualizations.

Mihai-Adrian Militaru

I'm Mihai-Adrian Militaru, a PhD student at Politehnica University Timisoara, researching machine learning in bioinformatics to explore new drug properties using information theory. I build Python pipelines for cheminformatics (RDKit), predictive modeling (scikit-learn, TensorFlow), entropy calculations (SciPy), and medical data handling (Biopython). My background includes a Master in Machine Learning with hands-on experience deploying ML models on big data, time-series forecasting, and data engineering for financial datasets. I've contributed to several projects and research articles, and I enjoy turning complex data into actionable insights through clean code, scalable pipelines, and interactive visualizations.

Available to hire

I’m Mihai-Adrian Militaru, a PhD student at Politehnica University Timisoara, researching machine learning in bioinformatics to explore new drug properties using information theory. I build Python pipelines for cheminformatics (RDKit), predictive modeling (scikit-learn, TensorFlow), entropy calculations (SciPy), and medical data handling (Biopython).

My background includes a Master in Machine Learning with hands-on experience deploying ML models on big data, time-series forecasting, and data engineering for financial datasets. I’ve contributed to several projects and research articles, and I enjoy turning complex data into actionable insights through clean code, scalable pipelines, and interactive visualizations.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
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Language

English
Fluent
Romanian, Moldavian, Moldovan
Advanced

Work Experience

Data Engineer at Accesa Romania
January 1, 2022 - Present
Contributed to a PoC for automated classification of document types within banking systems; designed, developed and maintained ETL pipelines for extracting, transforming and loading data; processed and visualized data exported by financial applications (e.g., SAP); worked with Python, Hugging Face and Transformers; served as Scrum Master for three sprints.
Teaching Assistant at Politehnica University Timisoara
September 1, 2020 - June 30, 2024
Led Logic and Discrete Structures laboratories and Codesign Hardware-Software laboratories; assisted in course delivery and student support from 2020 through 2024.
Machine Learning Engineer at Avaelgo
July 1, 2021 - March 31, 2022
Predicted future values of multiple time series using Python and scikit-learn, leveraging AutoML to optimize model performance; designed and implemented end-to-end data pipelines, including ingestion, processing and visualization of financial data via Azure DevOps Server; deployed predictive models as scalable endpoints for real-time forecasting and actionable insights.
Junior Software Engineer at The Access Group
July 1, 2018 - July 31, 2021
Developed a web application managing logged time and financial details about employees; learned React, TypeScript and AngularJS for front-end, C# for back-end APIs and SQL for databases.

Education

PhD Student – Machine Learning in Bioinformatics at Politehnica University Timisoara, Romania
July 1, 2022 - January 12, 2026
Master in Machine Learning at Politehnica University Timisoara, Romania
September 1, 2020 - June 30, 2022
BS in Computer Engineering at Politehnica University Timisoara, Romania
September 1, 2016 - June 30, 2020

Qualifications

Train the trainers – National Accreditation for organizing trainings and leading teams
October 1, 2022 - December 31, 2022
Hackathon4Health 2021 – 1st place
October 1, 2021 - October 31, 2021
HelloAI RIS Online - Artificial Intelligence Online Training
June 1, 2021 - August 31, 2021
Sleep Revolution, European Grant for Research
March 1, 2021 - February 28, 2025

Industry Experience

Software & Internet, Healthcare, Life Sciences, Education, Professional Services

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
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