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Avionics Engineer M.Sc. Space Engineering AI / Deep Learning Researcher at University of Tehran
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University of Tehran
Data Scientist
June 28, 2026 – Present
TE-PINN-Transformer-Enhanced-Physics-Informed-Neural-Network-Quaternion-Orientation-Estimation
November 13, 2024 – November 13, 2024
A Transformer-Enhanced Physics-Informed Neural Network for accurate orientation estimation using IMU data. This repository integrates transformer networks with rigid body dynamics, multi-head attention, and RK4-based quaternion integration, optimized for embedded systems. TE-PINN reduces mean error by 36.8% and computational complexity by 25%.
View ProjectPDF-InfoBot-RAG-Streamlit
June 14, 2024 – June 14, 2024
A Streamlit-based application for intelligent document analysis and question answering using Retrieval-Augmented Generation (RAG) with Hugging Face's "mistralai/Mistral-7B-Instruct-v0.3.
View ProjectRAG-PDF-Streamlit
June 14, 2024 – June 14, 2024
This repository contains a Streamlit app for retrieval-augmented generation on PDFs using HuggingFace models. Upload PDFs, ingest their content, and query information using natural language. The app supports GPU acceleration and multilingual queries with precise language detection. Ideal for efficient and accurate document analysis.
View ProjectDeep-Learning-Image-Segmentation
July 5, 2023 – September 23, 2024
Deep-Learning-Image-Segmentation — GitHub repository
View ProjectThe-Health-and-Medicine-OxML-competition-track
June 22, 2023 – May 12, 2024
Carcinoma classification The Health and Medicine OxML competition track
View ProjectRecent-Advancements-in-Deep-Learning-Applications-and-Methods-for-Autonomous-Navigation
June 17, 2023 – February 8, 2024
Recent-Advancements-in-Deep-Learning-Applications-and-Methods-for-Autonomous-Navigation — GitHub repository
View Projectkitti-dataset-tutorial
May 26, 2023 – May 26, 2023
A step-by-step guide for KITTI dataset
View ProjectEnd-to-End-Deep-Learning-Framework-for-Real-Time-Inertial-Attitude-Estimation-using-6DoF-IMU
February 18, 2023 – May 12, 2024
Code repo of paper End-to-End Deep Learning Framework for Real-Time Inertial Attitude Estimation using 6DoF IMU
View ProjectOrbitDetermination
September 18, 2020 – December 10, 2023
Determine the position, velocity, and orbit (in 3D) of satellite with given the initial vector (r0 &v0), using MATLAB
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and research-oriented, demonstrating strong individual initiative and a passion for advanced topics in data science and AI. The diversity of projects, from orbital mechanics to RAG systems and image segmentation, suggests a broad intellectual curiosity. However, the lack of team-based projects or professional experience details makes it challenging to assess cultural fit in a collaborative corporate environment. The target role of 'Data Scientist' aligns well with the technical depth shown in projects.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a focus on technical problem-solving and research. Without psychometric or English test results, it is difficult to assess communication clarity, work attitude, stress handling, or team collaboration. The project descriptions are generally clear but lack detail on collaborative aspects or challenges faced.