Engineering student at EPITA, Image major

Available for a 6-month internship from February 2027 6-month internship from Feb. 2027

Talvin Ackbaraly

Computer vision, AI and GPU computing. I build complete image pipelines, from the Python prototype to the CUDA port.

Selected projects06

01 / 06 8 months (ongoing) · team of 4

PFEE — BnF

Segmentation & classification of heritage illustrations

Automatic detection of illustrations in digitized heritage documents, in partnership with the BnF.

  • Deep Learning
  • Computer Vision
  • Python
  • YOLO

02 / 06 5 weeks · pair

ALPR

Automatic license plate recognition

Complete ALPR system without deep learning (classical vision + machine learning), with rigorous Python vs C++ benchmarks.

  • Python
  • C++
  • OpenCV
  • Machine Learning

03 / 06 4 weeks · team of 4

IRGPU

Real-time video motion detection — GPU port

CPU → GPU port of a real-time algorithm achieving a ×24 performance gain via CUDA.

  • C++
  • CUDA
  • Nsight
  • GPU Computing

04 / 06 1 month · team of 4

MedViz

Medical prediction & 3D visualization

Full FVC prediction pipeline from pulmonary CT scans, with 3D visualization in the browser.

  • Computer Vision
  • XGBoost
  • React/Next.js
  • Docker

05 / 06 3 weeks · team of 4

VTK-ITK

Brain tumor registration & longitudinal tracking

3D MRI alignment (ITK) with tumor segmentation and interactive multi-view visualization (VTK + PyQt6) — quantifying the evolution of a glioma.

  • Python
  • ITK
  • VTK
  • PyQt6
  • Matplotlib

06 / 06 1 month · pair

POGL

Real-time fluid simulation

Real-time 3D SPH engine, 75,000 particles at 60 FPS — GPU physics via compute shaders and SSFR surface rendering.

  • C++
  • OpenGL
  • Compute Shaders
  • GLSL

Other work04

  • 3D L-System

    L-system plant generation with real-time editing of rewriting rules through Dear ImGui.

    C++ · OpenGL · Dear ImGui

    GitHub
  • TinyX

    X-style social platform built by a team of 14, microservices architecture and rigorous DevOps.

    Public repository: front end only. The microservices back end lives on a private EPITA GitLab.

    Java/Quarkus · React/Next.js · MongoDB

    GitHub
  • Tiger

    A compiler for the Tiger language, from lexical analysis to type checking.

    C++ · Bison · Flex

  • OCR Sudoku

    Grid detection, OCR via a CNN trained from scratch, and automatic solving.

    Image processing · Neural Networks · CNN

Background

Five years at EPITA, from the preparatory cycle to the Image major, with a semester in Québec, two internships and a final-year project with the BnF. Next: a six-month internship in vision, AI or GPU computing.

Languages

  • French, native
  • English, professional (TOEIC 845)
  1. Sept. 2027

    Engineering degree

    End of the engineering cycle at EPITA, Image major Education
  2. Feb. 2027Aug. 2027

    End-of-studies internship

    6 months in computer vision, AI or GPU computing Internship
  3. Today
  4. Sept. 2026present

    Freelance

    Full-stack developer, alongside studies Current

    Design and development of custom applications for businesses, from requirements gathering to hosting. Done in my spare time: my studies and end-of-studies internship remain my priority.

    • Full-Stack
    • Client relations
    • Deployment
    • Hosting
    The freelance page
  5. May 2026Jan. 2027

    Final-year project with the BnF

    Team of 4 Current

    Automatically finding and classifying the illustrations in digitised documents of the Bibliothèque nationale de France. I own the whole detection part — dataset, training and evaluation of the YOLO model, benchmarked against Florence-2 — and the pipeline's shared command line.

    • Deep Learning
    • YOLO
    • PyTorch
    • Python
    Read the case study
  6. Sept. 2025Jan. 2026

    Studiocanal

    Full-stack & DevOps developer Internship

    Development of an internal web platform for managing movie catalog rights, contracts and distribution modules. Built full-stack features and set up CI/CD cloud infrastructure on AWS within an Agile team.

    • Full-Stack
    • DevOps
    • CI/CD
    • AWS
    • Agile
  7. Jan. 2024May 2024

    UQAC

    Academic exchange in Canada, semester 4 Exchange

    A semester at the Université du Québec à Chicoutimi.

  8. June 2023July 2023

    Hitachi Solutions France

    IT consultant Internship

    Design and development of a management application prototype (suppliers, products, contracts) for enterprise client Sonepar, using Django and the Agile SAFe methodology.

    • Django
    • Agile SAFe
    • Prototype
  9. 20222027

    EPITA

    Master of Engineering, preparatory cycle to Image major, in Paris Current

    Image processing and synthesis, artificial intelligence, GPU computing.

  10. 20192022

    Lycée Notre Dame La Riche

    High school diploma with Honours, majors in mathematics & computer science, in Tours Education

Skills

Skills, and the projects or experience they were used in
PFEE — BnF ALPR IRGPU MedViz VTK-ITK POGL 3D L-System TinyX Tiger OCR Sudoku Studiocanal
Vision & AI
Image processing Used Used Used Used Used
Deep Learning Used Used
Machine Learning Used
OpenCV Used
PyTorch Used
XGBoost Used
High-performance computing
CUDA Used
GPU Computing Used
OpenGL Used Used
GLSL Used
Nsight Used
Development
C++ Used Used Used Used Used
Python Used Used Used Used
Java Used
React/Next.js Used Used
Docker Used
CI/CD, AWS Used

Vision & AI

High-performance computing

Development

Contact

An internship in vision, AI or GPU computing? Let's talk.

6-month final-year internship, starting February 2027.

A website or app project? See my freelance offer (in French)