Sina Gholami Fashkhami

Lab: Elios (Electronics for the Information Society) • Benchmarked 7 architectures (XGBoost, CNN, GRU, LSTM, AutoEncoder, hybrids) for lithium-ion battery state-of-health estimation from voltage, current, and temperature time series; best model (CNN+GRU+attention) reached R² = 0.93, MAE = 2.21 SoH points (PyTorch) • Built a full SQL database and multi-tab Power BI dashboard for battery degradation analysis • Designed a dual-branch quantized neural network for road-surface classification from smartphone acce

Danesh Avaran Radin Vorna is a knowledge-based manufacturing company. My responsibilities included: • Built a 5-year financial model with scenario analysis in Excel and Python; supported a successful first funding round from a private investor. • Developed predictive forecasting and sales analytics (Python, XGBoost); contributed to selling one-third of production capacity within three years.

WIMTech.co is a leading company focused on design and manufacturing water purification systems based on MBR and RO membranes. My responsibilities included: • 3D Design and Implementation of Water Purification Systems • Data Analysis of Fluid and Mechanical Simulation for projects aimed at improving water accessibility

Negareh3D is a creative and leading company in 3D design and 3D printing for wide variety of applications. My responsibilities included: • 3D Design and developing prototypes for creative and industrial applications • Maintaining and operating 3D printing systems to deliver quality outputs • Assembling and polishing projects for educational and social purposes

Lab: Social and Cognitive Robotics I was a Research Assistant at Social and Cognitive Robotics Laboratory, Mechanical Engineering department. I was a member of a team working on investigating the effect of social robots on human creativity. My responsibilities included: • Programming and operating NAO robots • ROS programming for defining certain robot movements

Thesis: "Deep Learning-based Signal Processing for Real-Time Safety-Critical Applications" Selected Courses: - Machine Learning (Computational Intelligence) - Advanced Machine Learning for Automated Driving - Reinforcement Learning - Data Analysis for Strategic Decision Making - Data Science for Co

Thesis: "Design and Development of a Digital Laser Micrometer", under the supervision of Prof. Hamid Haghshenas Gorgani Selected Courses: - Applications of Statistics and Probability in Engineering - Applied Electronics - Applied Finite Elements - Automatic Control - Basics of Electrical Engineerin