Shiva Khoshhal doost - Research Assistant

Recommended expert

Turin, Italy

Experience

Apr 2025 - Present

10 months

Italy

Research Assistant

Politecnico di Torino

Designed computational forecasting models (CNN-based) using large meteorological and energy datasets with deterministic evaluation.
Built Python workflows for data ingestion, cleaning, feature engineering, EDA, and model validation.
Developed end-to-end analytical pipelines and documented experiment reproducibility.
Produced analytical dashboards (Power BI, Matplotlib) to support interpretation of model performance.

Dec 2024 - Mar 2025

4 months

Italy

AI Engineer Intern

Tecnocad

Implemented real-time computer vision pipelines (YOLOX + ROS2) for robotics applications.
Optimized perception models with ONNX, reducing inference latency by approx. 35%.
Developed reproducible C++ workflows for model preparation, testing, and integration.

Jan 2018 - Dec 2019

2 years

Research Assistant

Tabarestan University

Built neural networks for prediction tasks on structured and unstructured datasets.
Ensured deterministic training environments and reproducible experimental setups.

Jan 2016 - Dec 2017

2 years

Research Assistant

University of Mazandaran

Implemented reinforcement learning simulations (Q-learning) with controlled, reproducible conditions.

Summary

Data Scientist and AI Engineer experienced in deep learning, computer vision, and end-to-end machine learning workflows. Skilled in Python (pandas, NumPy, SciPy, scikit-learn, statsmodels), reproducible modeling, feature engineering, and analytical problem design. Background includes LLM-related development (RAG, LangChain), multimodal models, forecasting pipelines, and computationally intensive modeling. Strong ability to create deterministic analytical workflows aligned with real business scenarios.

Skills

Python For Ds Pandas, Numpy, Scipy, Scikit-learn, Statsmodels, Matplotlib, Seaborn
Machine Learning Regression, Classification, Forecasting, Feature Engineering, Model Validation
Deep Learning Cnns, Transformers, Bert, Resnet, Pytorch, Tensorflow
Genai / Llm Rag, Langchain, Faiss, Vector Databases, Prompt Engineering
Data Engineering Sql, Etl Pipelines, Data Ingestion, Cleaning, Reproducible Workflows
Tools & Mlops Docker, Git, Mlflow, Fastapi, Onnx, Ros2
Visualization Power Bi, Matplotlib
Domains Fraud Detection, Forecasting, Customer Analytics, Computer Vision, Robotics

Languages

Persian

Native

English

Advanced

Italian

Elementary

Education

Oct 2022 - Jun 2025

Politecnico di Torino

MSc, Data Science & Engineering · Data Science & Engineering · Italy

Oct 2017 - Jun 2019

Tabarestan University

MSc, Computer Engineering · Computer Engineering · Iran, Islamic Republic of

Oct 2012 - Jun 2017

University of Mazandaran

BSc, Computer Engineering · Computer Engineering · Iran, Islamic Republic of

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Summary

Skills

Languages

Education

Politecnico di Torino

MSc, Data Science & Engineering · Data Science & Engineering · Italy

Tabarestan University

MSc, Computer Engineering · Computer Engineering · Iran, Islamic Republic of

University of Mazandaran

BSc, Computer Engineering · Computer Engineering · Iran, Islamic Republic of

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