Hi, I'm Amin 👋🏻

I(E) = \log_2 \left(\frac{1}{p(E)}\right)

About

Top 1% CS student at Sharif University with a Mechanical Engineering minor. Head TA for Python, TA for Discrete Math and Numerical Computations. Experienced in Python, Java, and MATLAB. Researching robust speech recognition for diverse voices and distributed systems reliability. Trainer and academic mentor with the Mathematical Association of Nepal (MAN).

Education

Sharif University of Technology

Sep 2021 - Jul 2026

B.Sc. in Computer Science • Minor in Mechanical Engineering

Allameh Helli 1

Sep 2016 - Jun 2019

High School Diploma in Mathematics and Physics

My Research Interests

I'm interested in a wide range of topics in computer science. Specifically here are a few of my favorites. Feel free to for a collaboration.

Computer Vision and Image Processing

Deep Learning and Contrastive Learning

Software Engineering

Human-Computer Interaction

Applied Machine Learning and Optimization

Academic Experience

Sharif University of Technology

Oct 2025 - Jun 2026

Undergraduate Thesis Research

Engineered hybrid post-processing correctors combining lexicon-based matching and LLMs to correct phonetic spelling anomalies in Persian child speech recognition, decreasing Word Error Rate (WER) and Character Error Rate (CER) across Whisper, Vosk, Qwen, and multimodal LLMs.

Sharif University of Technology

Sep 2024 - Feb 2026

Teaching Assistant

28-637 Numerical Computations (Head TA) – Prof. Hadi Adibi-Asl, Fall 2025
Hosted MATLAB workshops, designed and evaluated assignments, and held one-on-one consultation sessions to guide students on computational problem sets.
22-825 Discrete Mathematics – Prof. Javad Ebrahimi Boroojeni, Spring 2025
Designed and graded assignments for 100+ students and provided one-on-one mentorship on foundational concepts and proof techniques.
28-637 Numerical Computations (Head TA) – Prof. Hadi Adibi-Asl, Spring 2025
Hosted MATLAB workshops, developed practical numerical computing assignments, and held office hours for root-finding, linear algebra, and ODE solving.
40-153 Python Programming (Head TA) – Prof. Marzieh Sadri, Spring 2025
Delivered independent lectures, designed coursework and final projects, managed the TA team and auto-graders, synchronized course logistics with the instructor, and mentored students.
40-153 Python Programming (Head TA) – Prof. Mohammad Nazari, Fall 2024
Served as Head TA for examinations; designed, organized, and proctored two midterm exams and the final exam.

My Projects

Check out my latest work

I've worked on a variety of projects. Here are a few of my favorites. Feel free to check my GitHub for more.

Digital Image Processing

Aug 2025

Implemented object detection and image restoration techniques, including Normalized Cross-Correlation, PatchMatch-based texture synthesis, and inpainting for missing regions.

Python

OpenCV

Github

Blueprint Hell

Apr 2025 - Oct 2025

A Java-based educational puzzle game simulating network packet routing. Built using SOLID principles, design patterns (Factory, Observer, Strategy, State), Hibernate ORM, client-server networking, and MVC architecture.

Java

Hibernate ORM

Client-Server Networking

Github

Publications

I enjoy contributing to knowledge

Throughout my academic journey, I have authored/co-authored 2+ papers and articles. These publications span various topics, reflecting my deep interest in advancing research and solving complex problems. It has been incredibly rewarding to share my findings and contribute to the broader scientific community.

Oct 2025 - Jun 2026

Enhancing Automatic Speech Recognition for Child Speech in Low-Resource Languages

Amin Hashemi

B.Sc. Thesis. Improved ASR robustness for child speech by developing a dynamic, lexicon-grounded LLM correction framework. The system reduces word and character error rates for Whisper, Vosk, Qwen, and multimodal LLMs in low-resource Persian speech datasets.

DOI

GitHub

June 2024 - March 2025

Survey on Reliability, Fault Tolerance, and Resilience in Distributed Systems

Arash Vaezi, Amin Hashemi, et al.

Comprehensive taxonomy and survey categorizing over 30 reliability challenges, 23 mitigation strategies, and 16 future research directions across distributed systems, edge computing, and cloud infrastructure (Manuscript in preparation).

IN PROGRESS