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Sandro Maludze

@sandromaludze

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Data Scientist at Turing, Pareto AI, and Micro1; developed detector ML that cut analysis energy thresholds by 50%.

Georgia

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What I'm looking for

I’m seeking a data science, ML engineering, or applied research role where rigorous analytical thinking meets real-world impact. I’m willing to relocate globally and require employer-sponsored visa support.

At Texas A&M University, I engineered a Python pipeline for the MINER experiment that processed data from multiple simultaneous detectors into ROOT files. I also implemented a machine-learning trigger that reduced the analysis energy threshold by 50%.

I applied pulse-shape discrimination to classify signal and background events at low energies, and designed and validated a Python analysis pipeline for a sapphire detector with two simultaneous signal channels. That work led to two peer-reviewed publications in NIM-A.

As an AI Model Trainer & Evaluator with Turing, Pareto AI, and Micro1, I design computational physics problems to test large language models and author verified Python simulations for SFT and RLHF training pipelines. I’m seeking a data science, ML engineering, or applied research role where rigorous analytical thinking meets real-world impact.

Experience

Work history, roles, and key accomplishments

Current

AI Model Trainer & Evaluator

Current

Micro1

Jan 2024 - Present (2 years 9 months)

Designed computational physics problems to stress-test LLMs, authored verified Python simulation code as ground-truth solutions, and contributed to SFT and RLHF training pipelines.

Python LLM Evaluation Supervised FineTuning RLHF Numerical Simulation Prompt Engineering

Current

AI Model Trainer & Evaluator

Current

Turing

Jan 2024 - Present (2 years 9 months)

Designed computational physics problems to stress-test LLMs, authored verified Python simulation code as ground-truth solutions, and contributed to SFT and RLHF training pipelines.

Python LLM Evaluation Supervised FineTuning RLHF Numerical Simulation Prompt Engineering

Current

AI Model Trainer & Evaluator

Current

Pareto AI

Jan 2024 - Present (2 years 9 months)

Designed computational physics problems to stress-test LLMs, authored verified Python simulation code as ground-truth solutions, and contributed to SFT and RLHF training pipelines.

Python LLM Evaluation Supervised FineTuning RLHF Numerical Simulation Prompt Engineering

Teaching Assistant

Texas A&M University

Jan 2018 - Dec 2024 (6 years 11 months)

Instructed Electricity & Magnetism to over 200 students and led Mechanics Lab sessions, guiding students through experimental design and data interpretation.

Teaching Physics Data Interpretation Lab Instruction

Research Assistant (PhD)

Texas A&M University

Jun 2018 - May 2024 (5 years 11 months)

Engineered Python data pipelines for the MINER experiment, implemented ML-based triggering algorithms, and applied pulse-shape discrimination for signal/background classification. Published two peer-reviewed papers in NIM-A and mentored junior researchers.

Python TensorFlow Keras ROOT Data Pipelines Anomaly Detection Signal Classification COMSOL MultiPhysics Git Linux BASH Jupyter

Physics Olympiad Instructor

Physics-Math School Komarovi

Jun 2016 - Apr 2018 (1 year 10 months)

Coached high school students for national and international physics Olympiads, achieving top national rankings and selection for Georgia's national team.

Physics Coaching Mentorship Olympiad Training