I am a data scientist and AI trainer with a passion for turning data into actionable insights. I specialize in machine learning, predictive analytics, Monte Carlo simulations, and AI training, applying these skills to healthcare and physics challenges. I enjoy collaborating with cross-functional teams to build robust models, optimize ML pipelines, and translate complex ideas into clear, impactful results. I thrive in fast-paced environments and love questioning assumptions to drive innovative solutions, including multilingual translation, domain-specific model fine-tuning, and multimodal AI applications.

Ailar Taghavi

I am a data scientist and AI trainer with a passion for turning data into actionable insights. I specialize in machine learning, predictive analytics, Monte Carlo simulations, and AI training, applying these skills to healthcare and physics challenges. I enjoy collaborating with cross-functional teams to build robust models, optimize ML pipelines, and translate complex ideas into clear, impactful results. I thrive in fast-paced environments and love questioning assumptions to drive innovative solutions, including multilingual translation, domain-specific model fine-tuning, and multimodal AI applications.

Available to hire

I am a data scientist and AI trainer with a passion for turning data into actionable insights. I specialize in machine learning, predictive analytics, Monte Carlo simulations, and AI training, applying these skills to healthcare and physics challenges. I enjoy collaborating with cross-functional teams to build robust models, optimize ML pipelines, and translate complex ideas into clear, impactful results.

I thrive in fast-paced environments and love questioning assumptions to drive innovative solutions, including multilingual translation, domain-specific model fine-tuning, and multimodal AI applications.

See more

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
See more

Language

English
Fluent

Work Experience

MLOps Engineer at Vosyn
March 1, 2025 - November 9, 2025
Implemented MLOps with Vertex AI to build CI/CD pipelines for machine learning workflows, enabling distributed training and reducing deployment and retraining costs. Fine-tuned large language models (LLMs) for domain-specific applications. Collaborated with cross-functional teams in Agile environments to align ML solutions with organizational goals and stakeholder needs.
Reviewer at Handshake
August 1, 2025 - November 9, 2025
Reviewing and refining prompts, model outputs, and task instructions for accuracy, clarity, and alignment.
AI Trainer at Coding, Turing | Freelance
August 1, 2025 - November 9, 2025
Utilizing Python to train LLMs, providing structured guidance for step-by-step reasoning and high-quality training data.
Reviewer at Mercor | Freelance
April 1, 2025 - November 9, 2025
Reviewing and refining prompts, model outputs, and task instructions for accuracy, clarity, and alignment.
Expert STEM AI Data Trainer at Invisible Technologies | Freelance
February 1, 2025 - November 9, 2025
Train AI models in mathematics domain by applying fine-tuning methods to improve reasoning and problem-solving accuracy. Develop step-by-step guidance to help AI achieve correct final answers in complex mathematical problems. Evaluate and refine AI-generated solutions and provide structured training data.
AI Trainer at Outlier AI | Freelance
November 1, 2024 - November 9, 2025
Annotating and labeling data for AI models, ensuring high-quality datasets. Identify gaps in model performance and provide insights for improvements. Curate data and guide models with training hints.
Postdoctoral Researcher, Healthcare and Medical Physics at Toronto Metropolitan University
January 31, 2025 - January 31, 2025
Developed a Monte Carlo-based predictive model for radiotherapy patients, achieving accuracy with under 5% uncertainty.
Postdoctoral Researcher, Particle Physics at University of Tehran
January 1, 2021 - January 1, 2021
Developed a regression-based predictive model using large-scale CERN datasets to improve interaction probability predictions; validated with cross-validation and experimental outcomes; improved predictive accuracy.
Teaching at University of Tehran
September 1, 2017 - September 1, 2017
Teaching Mathematics and Physics (2012-2017).
Researcher, Particle Physics at University of Turin
September 1, 2017 - September 1, 2017
Implemented regression-based predictive modeling using Gaussian and power-law distributions to improve predictive data generation.
Researcher, Particle Physics at University of Yazd
February 1, 2016 - February 1, 2016
Analyzed dimensional parameters by fitting to datasets for precise alignment.
Researcher, Healthcare and Medical Physics at Shohadaye Tajrish Hospital
September 1, 2012 - September 1, 2012
Simulated a model for breast cancer patients to calculate the risk of thyroid cancer during radiation therapy.
MLOps Engineer (part-time) at Vosyn
March 1, 2025 - Present
Implemented MLOps with Vertex AI to build CI/CD pipelines in Google Cloud for machine learning workflows, enabling distributed training and reducing deployment and retraining costs. Fine-tuned large language models for domain-specific multilingual communication, speech generation, and multimodal video localization, resulting in higher translation accuracy and more natural voice synthesis. Collaborated with cross-functional teams in agile environments to align ML solutions with organizational goals and stakeholder needs to support multilingual, multimodal translation/localization (voice/text/audio/video) in real time.
AI Data Trainer (part-time) at Outlier AI
November 1, 2024 - November 1, 2025
Annotated and labeled data for AI models, ensuring high-quality datasets for training. Collaborated with AI teams to identify gaps in model performance and provide insights and guidance for improvements.
Machine Learning Researcher at Toronto Metropolitan University
August 1, 2023 - January 1, 2025
Quantified trace elements in bone through in vivo XRF fluorescence spectrometry and simulated electron-photon transport. Developed a predictive model using a Monte Carlo-based random event generator for patients under radiotherapy treatment, achieving accuracy with under 5% uncertainty.
AI Data Trainer at Outlier AI
November 1, 2024 - November 1, 2025
Annotated and labeled data for AI models to ensure high-quality datasets for training. Collaborated with AI teams to identify data gaps and provide guidance for improvements that enhance model performance.
Machine Learning Researcher | Healthcare and Medical Physics at Toronto Metropolitan University
August 1, 2023 - January 1, 2025
Quantified trace elements in bone via in vivo XRF fluorescence spectrometry and simulated electron–photon transport. Developed a Monte Carlo-based predictive model for radiotherapy patients achieving under 5% uncertainty in accuracy.

Education

PhD, Particle Physics at University of Yazd
January 11, 2030 - November 9, 2025
Master of Science, Physics at University of Birjand
January 11, 2030 - November 9, 2025
Bachelor of Science, Physics at University of Elmo-Sanat
January 11, 2030 - November 9, 2025
Certificate, Data Analytics, Big Data, and Predictive Analytics at Toronto Metropolitan University
January 1, 2025 - November 9, 2025
PhD, Particle Physics at University of Yazd
January 11, 2030 - January 1, 2017
MSc in Physics at University of Birjand
January 11, 2030 - January 1, 2007
BSc in Physics at University of Elmo-Sanat, Tehran, Iran
January 11, 2030 - January 1, 2003
Certificate, Data Analytics, Big Data, and Predictive Analytics at Toronto Metropolitan University, Canada
January 11, 2030 - January 1, 2024
PhD, Particle Physics at University of Yazd, Yazd, Iran
January 11, 2030 - January 1, 2017
MSc in Physics at University of Birjand, Birjand, Iran
January 11, 2030 - January 1, 2007
BSc in Physics at University of Elmo-Sanat, Tehran, Iran
January 11, 2030 - January 1, 2003
Certificate, Data Analytics, Big Data, and Predictive Analytics at Toronto Metropolitan University, Canada
January 11, 2030 - January 1, 2024

Qualifications

Perform data science with Azure Databricks
January 1, 2025 - November 9, 2025
Supervised Machine Learning: Regression and Classification
January 1, 2023 - November 9, 2025
Advanced Learning Algorithms
January 1, 2023 - November 9, 2025
Unsupervised Learning, Recommenders, Reinforcement Learning
January 1, 2023 - November 9, 2025
Perform data science with Azure Databricks
January 1, 2025 - January 3, 2026
Supervised Machine Learning: Regression and Classification
January 1, 2023 - January 3, 2026
Advanced Learning Algorithms
January 1, 2023 - January 3, 2026
Unsupervised Learning, Recommenders, Reinforcement Learning
January 1, 2023 - January 3, 2026
Perform data science with Azure Databricks
January 11, 2030 - January 1, 2025
Supervised Machine Learning: Regression and Classification
January 11, 2030 - January 1, 2023
Advanced Learning Algorithms
January 11, 2030 - January 1, 2023
Unsupervised Learning, Recommenders, Reinforcement Learning
January 11, 2030 - January 1, 2023

Industry Experience

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