Zahra Gharehmahmoodlee Portfolio / CV
PORTFOLIO.
Name: Zahra Gharehmahmoodlee
Hello, I am
Zahra Gharehmahmoodlee
About
Zahra Gharehmahmoodlee
About Me
Zahra Gharehmahmoodlee
B.Sc. in Computer Science — Amirkabir University of Technology

I'm Zahra Gharehmahmoodlee, a Computer Science graduate from Amirkabir University of Technology with research experience at the intersection of machine learning, large language models, and biomedical data science. My work focuses on designing robust and interpretable AI systems, particularly through transformer-based architectures, retrieval-augmented generation (RAG), and reproducible end-to-end ML pipelines.

I have developed adaptive LLM-driven summarization systems, fine-tuned transformer models, and implemented scalable retrieval pipelines for multilingual data. In parallel, I have worked on biomedical and neuroimaging projects, including fMRI-based classification pipelines and interpretable CNN models for medical imaging. These experiences strengthened my interest in Bioinformatics and AI in Health, where large-scale biological data, representation learning, and intelligent modeling intersect.

My research goal is to build reliable, interpretable, and data-efficient learning systems capable of extracting meaningful patterns from complex biological and clinical datasets. I am particularly motivated by applications in precision medicine, computational biology, and multimodal health data integration, where strong machine learning foundations can directly contribute to scientific discovery and healthcare impact.

Computer Science (B.Sc.)
Machine Learning & Intelligent Systems
Biomedical AI & Computational Biology

Education

Amirkabir University of Technology
B.Sc., Computer Science
September 2018 - August 2023
Thesis: Adaptive Retrieval-Augmented Summarization of User Opinions with Efficient LLMs (Grade: 19.25/20)

Inverse School
3D Modeling Student — Current

Technical Skills (Quick View)

Python PyTorch TensorFlow Scikit-learn Transformers Hugging Face RAG Medical Imaging Neuroimaging (fMRI) Docker Linux Git
Table of Content
Sections
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Research
Research Output
Highlights

Thesis

Adaptive Retrieval-Augmented Summarization of User Opinions with Efficient LLMs
Amirkabir University of Technology | Grade: 19.25/20
The thesis will be provided upon request.

GitHub Research Repository

github.com/zahramh99
Open-source implementations of computer vision, XR, and AI projects.

Focus Areas
Research Interests
Topics

Computational Biology & Health AI

▹ Computational Biology & Bioinformatics
▹ Machine Learning for Biomedical & Clinical Data
▹ Medical Imaging & Neuroimaging
▹ Clinical NLP & Health Data Analysis

BioinformaticsClinical AINeuroimaging

Core AI & Secondary Areas

Core AI & ML
▹ Explainable & Interpretable AI
▹ Large Language Models
▹ Multimodal Learning

Secondary
▹ Computer Vision, 3D Reconstruction, Representation Learning
▹ Human-Centered AI, Affective Computing, XR for Healthcare

Toolbox
Technical Skills
Summary

Core Programming

Python • C/C++ • Java • JavaScript • MATLAB • Bash • SQL/TSQL

AI & Machine Learning

PyTorch • TensorFlow • Keras • Hugging Face • Scikit-learn • LangChain • XGBoost • Feature Selection • PCA • Interpretable ML

CV / XR / 3D & Tools

OpenCV • Unity3D • Blender • OpenGL/WebGL • SLAM • SfM • Point Cloud • ARKit/ARCore • Photogrammetry • Docker • Kubernetes • Git • Linux • CUDA

Biomedical & Data Analysis

Medical Imaging • Neuroimaging (fMRI) • Clinical Data Analysis • Biomedical Machine Learning

Career
Professional Experience
Roles

Researcher — Institute for Research in Fundamental Sciences (IPM)

July 2025 – September 2025
▹ Conducted research collaboration with IPM-affiliated researchers
▹ Developed brain-inspired vision models for object recognition using transfer learning & neural activation analysis
▹ Performed comparative study of recurrent networks and CNN architectures to investigate biologically motivated mechanisms in visual perception

Researcher — Data Science Innovation Center Lab (DS Lab)

April 2022 – November 2024
▹ Designed and implemented adaptive RAG pipelines for multilingual opinion summarization
▹ Fine-tuned transformer-based models (T5, BERT) to improve relevance, scalability, and cross-domain robustness
▹ Conducted systematic evaluation across multiple domains

Frontend Engineer — Webcore

July 2021 – April 2022
▹ Developed responsive, accessible web interfaces using React.js, TypeScript, and Vue.js
▹ Improved usability, performance, and user experience across web applications

Teaching Assistant — Amirkabir University of Technology

September 2023 – January 2024
▹ Artificial Intelligence and Workshop
▹ Computer Workshop
▹ Combinatorics and Applications

Teaching Assistant — Azad University

Spring 2021 – Fall 2021
▹ Software Engineering
▹ System Analysis and Design

More
Additional Projects
Expandable
AI & NLP
  • Adaptive RAG for Opinion Summarization: Thesis project developing efficient LLM-based summarization systems
  • ClinicalClusterAI: Interpretable patient clustering pipeline for clinical outcome prediction
  • Document Analysis with LLMs: Automated PDF parsing, summarization, and question generation
  • Clinical NLP for Neurodevelopmental Analysis: AI-Assisted ADHD Therapy Dialogue Mining using Gemini API
Human-Centered AI
  • Journal Talk: Reflective AI journal assistant for mental wellness
  • Counseler Chatbot: Mental health chatbot with predefined conversational intents
  • The Empathy Mirror: AI-driven affect recognition using facial and speech cues
  • GestureShape-Matcher: Interactive computer-vision game recognizing hand gestures
Systems & Applications
  • Persian Search Engine: Information retrieval system for Persian content
  • Coin Price Monitoring: Cryptocurrency app with Docker & Kubernetes deployment
  • Twitter Clone: JavaFX-based social platform with Light/Dark Mode GUIs
  • Sign Language Translator: Real-time system using CNN/LSTM for gesture recognition
  • Pacman AI: Game developed using AI algorithms based on Stanford's CS221
  • Super Mario (Genetic Algorithm): Evolutionary optimization for gameplay strategy
Computer Vision & ML
  • TikTok-AI Voice Selector: Multimodal AI for expressive voiceover recommendations
  • Next Word Prediction: Fine-tuned LSTM-based language models
  • Synthetic Data Generation with GANs: Created synthetic tabular datasets for privacy
  • Outlier & Anomaly Detection: One-Class SVM + LSTM temporal patterns
  • SimCLR for Representation Learning: Applied to CIFAR-10 dataset
  • Dynamic Pricing Strategy: Reinforcement learning agent for pricing optimization
  • Real-Time AR Face Mask Try-On: Face tracking and virtual mask overlay
Learning
Related Courses & Certifications
Expandable
AI & Machine Learning
  • Introduction to Artificial Intelligence (IBM)
  • Deep Learning & Neural Networks with Keras (IBM)
  • Deep Learning using TensorFlow (IBM)
  • Deep Neural Networks with PyTorch (IBM)
  • Open Source Models with Hugging Face
  • Introduction to Large Language Models (Google)
  • Finetuning Large Language Models (DeepMind)
  • Transformer Models & BERT (Google)
  • Introduction to Generative AI (Google)
  • Prompt Engineering (Meta & OpenAI)
Healthcare & Neuroscience
  • Machine Learning for Healthcare (Stanford)
  • Fundamental Neuroscience for Neuroimaging (Johns Hopkins)
  • Computational Neuroscience (EPFL)
  • Digital Signal Processing (EPFL)
University Courses
  • Artificial Intelligence
  • Machine Learning
  • Natural Language Processing
  • Computer Vision
  • Information Retrieval
  • Data Structures & Algorithms
  • Computer Networks
  • Combinatorics & Applications
  • Numerical Analysis
Profile
Languages
Expandable
Languages
  • Persian: Native
  • Turkish: Native
  • English: IELTS 7.0 (R:7.0, W:6.5, L:8.0, S:6.5)
  • French: A2 (in progress)
Academic Engagement
Extracurricular Activities
Expandable
Extracurricular Activities
  • Cooperation in ICAISV Webinar — Amirkabir University of Technology (May 2023)
  • Member of Student Scientific Chapter — Amirkabir University of Technology (2021–2022)
  • Volunteer Columnist, Halgheh Magazine — Amirkabir University of Technology (2021–2022)
  • Chair of Git Webinar — Amirkabir University of Technology (Sep 2020–Dec 2020)
Creative Work
Animation & 3D Highlights
ArtStation

THANK YOU

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