📄 Curriculum Vitae

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Education

• Erasmus Mundus Joint Master’s Degree (EMJMD) in Photonics for Security, Reliability, and Safety (PSRS)
  • September 2023 - Ongoing: Université Jean Monnet, University of Eastern Finland, and Université Paris-Est Créteil (UPEC)
  • Achievements:
    • Earned 30 ECTS credits at Université Jean Monnet, with a grade of 16.13/20
    • Earned 37 ECTS credits at the University of Eastern Finland with a grade of 4.8/5
    • Specializing in biometrics and computer vision at UPEC
• Bachelor of Engineering in Chemical Engineering and Technology
  • June 2022: Tianjin University, Tianjin, China
  • Achievements:
    • GPA: 3.01/4.00
    • Propaedeutic Education program in Chinese Language prior to major coursework
    • Graduation IChemE Project: Cyclopentanol pilot plant design with a throughput of 10000 tons/annum
    • Undergraduate thesis: Amharic character recognition task based on U-Net
• Associate of Science in Computer Science
  • June 2022: University of the People (Online)
  • GPA: 3.59/4.00

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Work Experience

• Master Thesis Researcher Sony Europe, Stuttgart Laboratory 1 (SL1)
  • March 2025 - August 2025: 📍Stuttgart, Germany
  • Duties:
    • Developing DL models for hyperspectral image reconstruction from CT Imaging Spectrometer data
    • Optimizing neural network architectures for efficient mobile deployment
• Research Intern, LISSI Laboratory and IMRB (Mondor Institute of Biomedical Research)
  • October 2024 - Ongoing: 📍Paris, France
  • Duties:
    • Developing ML/DL methods to analyze cell migration in Duchenne Muscular Dystrophy research
    • Automating tracking systems for myoblast migration analysis via optical microscopy data
• Graduate Student Assistant, SMART Bioinformatics Lab, Tianjin University
  • September 2022 - August 2023: 📍Tianjin, China
  • Duties:
    • Developed ML models for industrial applications and image processing

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Projects

• Multi-Functional Biometric System
  • Tools: Python, OpenCV, TensorFlow, PyQt
  • October 2024 - January 2025
  • A unified system for face recognition (verification, identification, expression, age, gender, and pose estimation).
  • Included human body pose estimation and an integrated GUI for seamless user interaction.
• Speech Classification
  • Tools: Python, Scipy, Matplotlib, sounddevice
  • January 2025
  • A multi-classifiers ML system that classifies audio signals into two classes (“forward” and “backward”).
  • Utilized spectrogram analysis, Principal Component Analysis (PCA), and model training and evaluation workflow.
• Text-Based LLM Chat Interface and Multi-Modal LLM App with Text and Image Inputs
  • Tools: Python, Colab, ngrok, FastAPI
  • October 2024
  • Developed a GUI for LLMs with text and image inputs through Colab-hosted APIs.
• GoogLeNet on Labeled Faces in the Wild (LFW) Dataset
  • Tools: GoogLeNet, TensorFlow, GPU, Python
  • November 2024
  • Trained a GoogLeNet model for face recognition on the LFW dataset over GPU.
• Hyperspectral Imaging: Spectral Image Analysis
  • Tools: Nuance Ex-VIS Camera, MATLAB
  • April 2024
  • Captured and analyzed spectral images under simulated daylight.
• Undergraduate Thesis Project: Amharic Character Recognition with U-Net
  • Tools: Sequential CNN, Factored CNN, U-Net, Python
  • January 2022 - June 2022
  • Pre-processed datasets from literature sources and implemented different architectures.
  • Achieved 93% accuracy on Amharic character recognition.
• IChemE Process Design Project: Process Simulation and Optimization
  • Tools: Aspen Plus, AutoCAD
  • November 2021 - June 2022
  • Optimized vertical flash drum equipment sizing and integrated comprehensive process flow with P&IDs.
• Research Project: China-ASEAN Online Program on Data Science and Big Data
  • Tools: Python, Keras
  • September 2020 - December 2020
  • Led a four-person research team on Named Entity Recognition (NER) in Natural Language Processing.
  • Designed and implemented NLP models for entity extraction and classification.

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Skills

• Programming Languages: Python, MATLAB, Kotlin
• Frameworks: TensorFlow, OpenCV
• Web and Database Technologies: HTML, CSS, JavaScript, SQL
• Research Skills: Literature Review, Data Analysis, Problem Solving
• Languages: English (IELTS 7.0), Chinese Mandarin (HSK 5), Amharic (Native)

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Honors and Awards

• Erasmus Mundus Joint Master’s Degree Scholarship
  • European Commission, September 2023
  • Associated with Erasmus Mundus Joint Master Degree Photonics for Security, Reliability, and Safety (PSRS)
• Distinguished International Student Award
  • Tianjin University, July 2018
  • Awarded Full Attendance and Second Prize Scholarships for Propaedeutic Education in Chinese Language
• Chinese Government Scholarship
  • Chinese Scholarship Council, September 2017
  • Associated with Tianjin University, School of Chemical Engineering

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Certifications

• MATLAB Fundamentals, MathWorks, Issued Mar 2025,
• Android Developer Fundamentals, Udacity, Issued Oct 2024,
• OpenCV Bootcamp, OpenCV University, Issued Feb 2024, Credential ID: 0f7c19fa80234aca89476c3831b22246,
• Google Data Analytics Professional Certificate, Google, Issued Jun 2023, Credential ID: 9WCMZSHPFEE3,
• Chinese Proficiency Test, HSK (Level 5), Center for Language Education and Cooperation, Issued May 2022, Credential ID: H52205013394,
• Machine Learning, Stanford University, Issued Apr 2021, Credential ID: 5BLZTTDXUK6V,

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References

1. Amine Nait-Ali | Professor, Biometrics Research Group
   University of Paris-Est Créteil (UPEC)
   Email: naitali@u-pec.fr
   Relationship: PSRS Coordinator at UPEC

2. Polina Kuzhir | Professor, Department of Physics and Mathematics
   University of Eastern Finland (UEF)
   Email: polina.kuzhir@uef.fi
   Phone: +358 50 566 6624

3. Nathalie Destouches | Professor, Hubert Curien Laboratory
   University of Lyon, University of Saint-Etienne
   Email: nathalie.destouches@univ-st-etienne.fr
   Phone: +33 (0)6 07 79 52 31
   Relationship: EMJMD PSRS Head Coordinator

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