Curriculum Vitae
Alireza HassanNejad
Machine Learning Research Engineer
Professional Summary
Research Engineer and PhD researcher at the intersection of electronics, computation, artificial intelligence, mathematical methods, and engineering systems. Moves from mathematical formulation and experimental research to algorithms, software implementation, validation, and production-oriented systems, with peer-reviewed publications in power systems and computational methods.
Core Competencies
AI / Research
Problem Solving & Modeling
Professional Experience
Niroo Research Institute
2018 – 2022 · Tehran, Iran
Full-Stack Developer / Software Engineer
- Developed neural-network and machine-learning solutions for prediction and data analysis using TensorFlow and Keras.
- Applied statistics, probability, machine learning, data mining, state estimation, optimization, algorithms, and data structures to engineering problems involving incomplete and uncertain information.
- Designed and developed software for electric-vehicle charging-station placement, load forecasting, GIS analysis, and power-system research.
- Applied multi-objective optimization to engineering planning and measurement-device allocation problems.
Laqira Protocol
Dec 2022 – Present · Dubai, UAE
Software Engineer — Blockchain / Web3 R&D
- Build Web3-enabled applications and services involving EVM ecosystems, blockchain data, transactions, wallets, and decentralized infrastructure.
TOBTC
Dec 2022 – Present
Full-Stack Developer
- Full-stack engineering across frontend and backend application development.
Technical Skills
AI / ML Stack
PyTorch · TensorFlow · Keras · NumPy · Pandas · GeoPandas
Programming Languages
Python · TypeScript · JavaScript · C · C++ · Go · Rust · Zig · SQL
Desktop / Scientific / GIS
C++ · Qt · PyQt · Tkinter · Kivy · Scientific Desktop Applications · GIS Data Processing · Graph-Based GIS Algorithms · Engineering Simulation Software
Research & Technical Expertise
Artificial Intelligence & Machine Learning
Machine Learning · Deep Learning · Reinforcement Learning · Neural Networks · Classification · Regression · Clustering · Data Mining · Predictive Modeling · Forecasting · Computer Vision · Pattern Recognition · Feature Analysis
Technologies and ecosystems include PyTorch, TensorFlow, Keras, NumPy, Pandas, and GeoPandas.
Mathematical Modeling & Probabilistic Reasoning
Mathematical Modeling · Probability · Statistics · Statistical Inference · Uncertainty Modeling · Decision Analysis · Data Analysis · Numerical Methods · Computational Mathematics
Mathematical & Metaheuristic Optimization
Multi-Objective Optimization · Pareto Optimization · Linear / Nonlinear Optimization · Constraint Optimization · Combinatorial Optimization · Metaheuristic Optimization · GA · NSGA-II · PSO · MOPSO · ACO · Firefly · Bees Algorithm · ABC · GOA · SFLA · KHA · IWO · Harmony Search · Simulated Annealing · Tabu Search · Cultural Algorithm · TLBO · ANFIS · GMDH
Education
University of Mazandaran (UMZ)
2026 – Present
PhD — Electrical Engineering, Electronics
Research interests at the intersection of electronics, computation, artificial intelligence, mathematical methods, algorithms, and engineering systems.
University of Science and Technology of Mazandaran (USTM)
2016 – 2018
M.Sc. — Electrical Engineering, Power Systems
Mazandaran University of Science and Technology (USTMB)
2012 – 2016
B.Sc. — Electrical Engineering, Power Engineering
Publications
- Hassannejad Marzouni, A.; Zakariazadeh, A. Error Modeling in Distribution Network State Estimation Using RBF-Based Artificial Neural Network. Iranian Journal of Electrical and Electronic Engineering, 16(3), 292–301, 2020.
- Hassannejad, A.; Sahraie, E.; Zakariazadeh, A.; Gholami, M. Prediction Of Market Power Competitive Levels Variation And Players Collusion Form By Decision Tree. 33rd International Power System Conference (PSC), Tehran, Iran, 2018.
- Hassannejad Marzouni, Alireza; Zakariazadeh, Alireza; Siano, Pierluigi. Measurement devices allocation in the distribution system using state estimation: a multi-objective approach. International Transactions on Electrical Energy Systems, 30(8), e12469, 2020.
- Sahraie, E.; Hassannejad Marzouni, A.; Zakariazadeh, A.; Gholami, M. Reactive power market clearing mechanism considering new clearing constraints: a separate clearing approach. Electrical Engineering, 102, 1667–1679, 2020.
- Hassannejad Marzouni, Alireza; Zakariazadeh, A. Multi-objective Measurement Devices Allocation Using State Estimation in the Distribution System. Journal of Iranian Association of Electrical and Electronics Engineers, 16(1), 103–117, 2019.
- Sahraie, Elahe; Hasannezhad Marzoni, Alireza; Zakariazadeh, Alireza; Gholami, Mostafa. Separate Reactive Power Market Clearing Algorithm Based on Quality Index of Clearing Market. Iranian Electric Industry Journal of Quality and Productivity, 8(1), 1–12, 2019.
- Sahraie, E.; Hassannejad, A.; Zakariazadeh, A.; Gholami, M. New Reactive Power Market Clearing Scheme With Controlling The Market Competitive Level. 33rd International Power System Conference (PSC), Tehran, Iran, 2018.
Certifications
- Front End Development Libraries
- Back End Development and APIs
- Scientific Computing with Python
- Data Visualization
- JavaScript Algorithms and Data Structures
Languages
- Persian: Native
- English: Working Proficiency
Based on the full CV of Alireza HassanNejad. Role-specific pages change emphasis only — not employers, tools, or outcomes.