Parsa (Hounaar)
Besharat, MSc.
Email GitHub LinkedIn ResearchGate ClubRoom 2048 Game
5+ Years experience in
Data Science
Web & Software Engineering
Database Engineering
IT Engineering

About

I am currently pursuing a Master's degree in Data Science at TU Freiberg, fueled by a deep passion for utilizing data to create impactful solutions.

My journey has led me to a position as a Working Student Senior Software Engineer, where I am eager to apply my expertise and contribute to image-based data coordination.

In addition, I have a strong interest in Artificial Intelligence and its vast potential. My goal is to specialize in this domain, leveraging my foundation in Data Science to uncover insights that enhance operational efficiency and drive strategic innovation.

Bringing together Artificial Intelligence, Data Science, Software, and IT Engineering defines my professional vision. I believe that this interconnected approach is the key to developing groundbreaking solutions and making a lasting difference.

I’d love to connect and explore new opportunities where data-driven insights lead to transformative possibilities!

Work Experience

TU Bergakademie Freiberg

Part-time - 8 Months
Freiberg, Saxony, Germany
On-site

  • Working Student Data Scientist
    January 2025 – April 2025 · 4 Months
    PyTorch, Machine Learning
  • Working Student Software Engineer
    September 2024 – December 2024 · 4 Months
    Software Development, Deep Learning
SAPCO Company

Full-time - 1 Year 4 Months
Tehran, Iran
On-site

  • Data Scientist
    Dec 2022 – Sep 2023 · 10 Months
    PyTorch, SQL
  • Software Engineer
    June 2022 – December 2022 · 7 Months
    Software Development, Web Servers
ApexTeam

Part-time - 3 Years 3 Months
Karaj, Iran
Hybrid

  • Data Scientist
    May 2020 – May 2022 · 2 Years 1 months
    Web Servers, Microsoft SQL Server
  • Software Engineer
    March 2019 – May 2020 · 1 Year 3 Months
    Web Servers, Bash
Islamic Azad University

Part-time - 1 year
Karaj, Iran
On-site

  • Research Assistant
    February 2019 – September 2019 · 8 Months
    SQL, IT Infrastructure Management
  • Teacher Assistant
    October 2018 – February 2019 · 5 Months
    SQL, PHP

Education

TU Bergakademie Freiberg

Master's Degree – Data Science and Data Processing & AI Technology
Freiberg, Germany
October 2023 – Present

  • Key Topics
    Data Science, Machine Learning and +3 skills
Islamic Azad University

Bachelor's Degree – Computer Engineering
Karaj, Iran
October 2018 – April 2023

  • Key Topics
    Microsoft SQL Server, PostgreSQL and +9 skills

Certificates

Microsoft Azure Fundamentals (AZ-900) Cert Prep

Microsoft
Issued July 2025
Credential ID: 64228f9b79adc...

  • Skills
    Microsoft Azure · Microsoft Azure Machine Learning · Azure DevOps Server · Azure IoT
CS50: Introduction to Computer Science

Harvard University
Issued March 2024

  • Skills
    Back-End Web Development, Docker, Git, Networking, Machine Learning, Linux, Bash, Jupyter, Data Science, Computer Networking
Big Data Programming Languages and Big Data vs Data Science

Udemy
Issued December 2022
Credential ID: 0004

  • Skills
    Data Analysis, SQL, Amazon Web Services (AWS), Microsoft Power BI, Deep Learning, Python (Programming Language), Jupyter, Data Science
CS50’s Introduction to Artificial Intelligence with Python

Harvard University
Issued April 2024

  • Skills
    SQL, Machine Learning, Deep Learning, Python (Programming Language), Data Science

Skills

Industry Knowledge
Data Science Machine Learning Data Analysis Software Development IT Infrastructure Management Computer Networking Search Engine Optimization (SEO)
Tools & Technologies
Amazon Web Services (AWS) Microsoft SQL Server PostgreSQL MySQL Oracle Database Microsoft Power BI Jupyter Git Docker Nginx Linux Bash PHP Laravel Kubernetes Azure IOT Azure Machine Learning Azure DevOps Azure Databricks Azure Data Factory Word Excel PowerPoint
Data Science & AI
Machine Learning Learning Deep Learning Python PyTorch Scikit-learn Jupyter Matplotlib & Seaborn PowerBI Tableou
Networking & Systems
CompTIA Network+ MCSE: Server Infrastructure Cisco Systems Products Cisco CCNA SP

Publications

Financial Forecasting Equations with Scientific Machine Learning
TU Freiberg · June 23, 2025
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CAPTCHA Unmasked: The Math That Outsmarts Bots
TU Freiberg · January 20, 2025
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AI and Blockchain: Enhancing Security & Transparency
TU Freiberg · June 25, 2024
Read More
Synergy of Blockchain
September 20, 2023
Read More
An Analysis on Vulnerabilities (PHP)
Sapco · December 7, 2022
Read More
Data Mining Usage in CRM
Sapco · October 10, 2022
Read More
QCA
Islamic Azad University · April 15, 2019
Read More

Projects

FunRoot
Nov 2024 – Present
View on GitHub
MLMatrix
Aug 2024 – Present
View on GitHub
NetNexus
Apr 2018 – Present
View on GitHub
SCP
Feb 2025 – Apr 2025
View on GitHub
Ceasar Toolkit
May 2025 – Jun 2025
View on GitHub
Parsai
May 2024 – Jul 2024
View on GitHub

Volunteering

AI Instructor
TU Bergakademie Freiberg · Jun 2023 · 1 mo
Science and Technology

With thanks to TUBAF, I led a seminar on AI in blockchain security, covering attack vectors, vulnerabilities, and AI-driven prevention methods.

SCM Teacher
SAPCO
Science and Technology

Delivered a workshop on Supply Chain Management for SMEs, comparing strategies in Hungary and Indonesia, analyzing improvements and implementation best practices.

IT Manager
SAPCO
Science and Technology

Ran three workshops on Ethernet virtualization with STP protocol—reducing costs, improving efficiency, and enhancing network security.

AI Research Scientist
TU Bergakademie Freiberg · Jan 2025 · 1 mo
Science and Technology

Led a seminar on “CAPTCHA Unmasked,” dissecting image-processing defenses and exploring ML-based enhancements like biometric and dynamic CAPTCHA challenges.

Artificial Intelligence Researcher & Developer
TU Bergakademie Freiberg · May 2025 – Jul 2025 · 3 mos
Science and Technology

Developed a Scientific ML model using PySINDy for financial forecasting, identifying governing equations and predicting token prices for optimal profit/loss.

Patents

Method for Analyzing and Optimizing Supply Chain Management Strategies Using AI-Based Evaluation Framework
SP568923 · Issued Jun 10, 2023

Developed during tenure at SAPCO, this method introduces a modular AI-driven framework to evaluate, compare, and optimize supply chain strategies using performance metrics, inventory simulation, and demand forecasting. The system helps large-scale automotive supply chains dynamically adapt policies based on operational data, constraints, and efficiency metrics. This innovation supports strategic SCM decision-making in industrial production pipelines.

From Words to Feelings: An LLM‐Based Culturally Aware Framework for Emotion Classification and Prediction
TU7824264 · (pending)

Developing an advanced Large Language Model (LLM)-based framework capable of recognizing and predicting human emotions from diverse data modalities, including text, speech, images, and video. The system leverages cross-modal embeddings and attention-based fusion mechanisms to interpret emotional cues with high accuracy across varying formats. This model enables real-time affective computing in human-computer interaction, mental health monitoring, and adaptive user experience applications. Designed to operate robustly even when certain modalities are missing or degraded, using techniques like modality dropout, knowledge distillation, and temporal context tracking.

Honors & Awards

Data-Driven Scientific Discovery
TU Bergakademie Freiberg – Faculty of Mathematics and Computer Science · Jun 2025

Awarded for presenting an original research concept titled “Financial Forecasting Equations with Scientific Machine Learning,” integrating sparse identification techniques (SINDy) with domain knowledge in dynamic economic modeling. Recognized for scientific rigor, clarity, and real-world forecasting potential.

AI-Powered Process Optimization Award
SAPCO Internal Innovation Committee · Aug 2023

Awarded for designing and implementing an ML-based optimization pipeline that significantly improved production-line efficiency.