Open to Learning & Collaboration

Alireza Laalmanesh

MMath Student in Computational Mathematics & Industrial Engineering.

Email Me GitHub LinkedIn
Knowledge_Journey
user@alireza:~ cat passions.txt
Python, C/C++ # Tools for Computational Implementation & Algorithm Design
user@alireza:~ ls ./Academic_Explorations/AI
PyTorch   TensorFlow   EfficientNet   CNNs
Currently Deepening: Discrete_Event_Simulation(DES)
user@alireza:~ ./learning_status.sh
[Active] Docker & Virtualization Env
[Learning] Low-level Protocols Utilities
[Exploring] ADB & Hardware Protocols
[Hands-on] Asyncio Automation Scripts
user@alireza:~ echo $ACADEMIC_INTERESTS
Numerical Optimization, Stochastic Modeling, Loss Function Design...
(Always a student of Computational Mathematics)
Recent_Experiments

Academic Hub Automation

A local integration system designed to bridge Linux research environments with Microsoft 365. Uses email transport layers to securely sync notifications and calendars without direct API dependencies.

Docker n8n System Design

Server Config Utility

A Bash script developed to streamline the initialization of headless Linux servers. Automates the configuration of Tailscale and XRDP to ensure secure and immediate remote access.

Bash Linux Admin Automation

Traffic Severity Study

A study on imbalanced data challenges in traffic patterns. Experimenting with custom Soft F-Beta Loss functions to improve minority class representation.

PyTorch DeepInsight Custom Loss Implementation

CrashVision DL Exploration

Exploring Computer Vision approaches for crash severity prediction. Practicing feature mapping techniques utilizing the DeepInsight methodology.

CV Feature Engineering AI

LinguoMath TTS Experiment

An experimental pipeline for parsing scientific PDFs. Investigating ways to translate complex LaTeX formulas into natural language via Asyncio.

Python Asyncio Regex LLM Studies

Android Hardware Bridge

A personal project exploring USB/IP protocols to repurpose rooted Android devices as headless servers over TCP/IP networks.

Low-level Protocols ADB Networking

CodeBase Aggregator

A utility script designed to aggregate repositories into datasets. Built to better understand LLM context injection and file I/O automation.

Python Automation File I/O

Bilingual Audio Testing

Experimenting with AI voice synthesis APIs to automate the translation of educational video audio.

Audio Processing AI Dubbing

EagleEye Crawler

Learning asynchronous web scraping and data collection strategies by exploring Python's AsyncIO and Selenium capabilities.

Selenium AsyncIO Data Mining
Academic_Background
Master of Mathematics (MMath)
University of Waterloo - Computational Mathematics (Co-op)
Sep 2025 – Present
B.Sc. in Industrial Engineering
Amirkabir University of Technology (Tehran Polytechnic)
Sep 2020 – Jun 2025
  • Focus on Systems Analysis, Optimization, and Supply Chain Management.
  • Built a strong foundation in mathematical modeling and engineering statistics.
Honors_&_Awards
i-Comp-Data Fellowship
Provost-funded Award
  • Supporting high-impact, interdisciplinary research projects bridging Mathematics and Environmental Planning.
Top 1% Rank
National University Entrance Exam
  • Achieved top ranking among +150,000 candidates nationwide.
Merit-based Scholarship
Amirkabir University of Technology
  • Awarded for outstanding academic performance during undergraduate studies.
Professional_Experience
Graduate Teaching Assistant
University of Waterloo
Jan 2026 – Present
  • MATH 128: Calculus 2 for the Sciences.
  • MATH 106: Applied Linear Algebra 1.
  • Facilitating tutorials and supporting students in mastering fundamental calculus and algebraic concepts.
Graduate Teaching Assistant
University of Waterloo
Sep 2025 – Dec 2025
  • MATH 135: Algebra for Honours Mathematics (Introduction to proofs and logic).
  • MATH 115: Linear Algebra for Engineering.
  • Assisted in grading and provided feedback on mathematical proofs and engineering-focused linear algebra.
Mathematics & Physics Tutor
Self-employed (Private)
Dec 2019 – Sep 2025
  • Focused on fostering deep conceptual understanding in Math and Physics for grades 7–12.
  • Tailored instructional methods to individual learning styles to enhance problem-solving skills.
Teaching Assistant
Amirkabir University of Technology
Sep 2023 – Jun 2025
  • Assisted in "Introduction to Probability Theory", "Optimization", and "Systems Analysis".
  • Designed mathematical modeling assignments to bridge theoretical concepts with practical applications.
Factory Layout Design Intern
TAV Institute (Tavenergyco)
Jul 2023 – Dec 2023
  • Applied theoretical optimization techniques to address real-world supply chain and layout challenges.
  • Conducted capacity analysis to identify and mitigate production bottlenecks.
Academic Advisor
Kanoon Farhangi Amoozesh (Galamchi)
Dec 2019 – Dec 2020
  • Guided students in academic planning, goal setting, and developing efficient study habits.