They Trusted Me
Organizations I've worked with
Projects
A selection of professional, research and personal projects
Presented the international LFA project at the United Nations (UN) — Thailand
Featured
Land Fire Alerts (LFA) - International Wildfire Monitoring
ResearchDataWeb
Real-time wildfire monitoring ecosystem covering 4 Southeast Asian countries. Automated satellite data pipeline, interactive maps, and alert system used daily by decision-makers.
PythonPostGISFlaskFoliumMapLibre
Featured
HomeStaging AI - Image Generation/Inpaint/Upscale by AI
AIComputer VisionData
Distributed GPU worker for AI-powered interior design. Multi-model pipeline: generation, inpainting, and upscaling of real estate images with 250+ design prompts.
Pytorch + CUDA 12.8DiffusersTransformersStable DiffusionControlNet
Featured
MDD-reID — Person Re-Identification with Soft-Biometry
AIMachine Learning (ML)Computer VisionSupervised LearningNeural NetworkResearch
Person re-identification system across non-overlapping surveillance cameras. 99.4% Rank-1 accuracy on Market-1501 using Vision Transformers and hybrid CNN fusion.
PyTorchTorchVisionVision TransformerFAISSDeep Learning
Featured
PPMOJ — Educational Math Platform
Web
Gamified educational platform teaching mathematics through 5 interactive puzzle games. Full-stack production app with dual currency, Stripe payments, and GDPR compliance.
FlaskAngularTypeScriptMySQLDocker
Real
Real Estate Lead Prediction
Data
ML algorithm predicting real estate listings based on massive data sources (DVF, DPE). Mobile map display for agents to reach properties before competitors.
Machine LearningData SciencePythonMobileGeospatial
360° Panorama & Virtual ToursLarge-Scale Data Analysis with Local LLMsAutoHouseVid — Real Estate Video GeneratorShapeGoal — Nutrition & Fitness TrackerCNN Training FrameworkAI-Powered RFM CategorizationTadam — Music Recognition & RecommendationPolyHash 2022 — Google Hash CodeDistributed Microservices Architecture
Experience
Professional journey and milestones
Business Analyst in Banking
Crédit Agricole Technologies et Services
Apr 2026 — Sep 2026Internship
Nantes, France
Part of the Financial Management & Management Control squad. Missions: contributing to the development of the Client NBI (Net Banking Income) product.
CEO / Freelance IT
KaceCorp
May 2022 — PresentFreelance
Nantes, France
Personal company covering IT development (full project management for small businesses), professional video editing (Manchester City, Epsilon eSport, major content creators with 200K–7M subscribers), and academic jury services.
Senior Data Scientist (Project Lead)
Kandy
Oct 2022 — Oct 2025Apprenticeship
Nantes, France
3-year apprenticeship as project lead (team of 4-5, Agile/Scrum). Built AI algorithms for real estate (lead prediction, 360° panoramas, AI home staging, auto video generation), NLP analysis, and data visualization. Full autonomy: architecture, DevOps, data, R&D, production deployment.
Senior Researcher (Project Lead)
Kasetsart University
Jun 2024 — Sep 2025Research
Bangkok, Thailand
Collaboration with NOAA, NASA, AFoCO. Built a complete real-time wildfire monitoring system for Southeast Asia (4 countries, 12 repositories). System in production 24/7, used daily by decision-makers. On-site 4 months then remote.
Data Scientist
DGA MI (Ministry of Defense)
Jun 2021 — Aug 2021Internship
Rennes, France
Data analysis projects within the engineering team in a classified defense context. Results used by DGA decision-makers. Software Defined Datacenter, DevOps, Java development, data visualization.
Education
Academic background and training
MBA, Information Systems
IAE Nantes
2025 — 2026
Management of Information Systems
Master's in Information Systems Management — including a 6-month industry internship.
Engineering Degree
Polytechnic Engineering School of Nantes University
2022 — 2025
Artificial Intelligence (IDIA: Data Engineering & AI)
Engineering program under apprenticeship (3-year work-study at Kandy). Courses + industry work + 3-month international research internship (Kasetsart University, Thailand).
Computer Science 50 (CS50)
Harvard University (online via edX)
2021
Computer Science
Intensive programming course: C (data structures, dynamic memory, algorithms, recursion, pointers, hash tables), Python, SQL, HTML/CSS/JS, Flask, AI, Cybersecurity.
Preparatory Program for France's top Engineering Schools
Polytechnic Engineering School of Nantes University
2020 — 2022
Engineering Sciences
Intensive courses in mathematics, physics, computer science, AI modeling, advanced algorithms. Integrated preparatory class at Polytechnic Engineering School of Nantes University.
Bachelor's Degree (License)
Nantes Université
2020 — 2022
Math-Physics-Computer Science (MIP)
Average: 15/20. Taken in parallel with Polytech Nantes preparatory classes.
High School Diploma (Baccalauréat)
Lycée Chaptal
2018 — 2020
Science & Engineering — Mathematics Specialty
Distinction: High Honors (3.8/4 GPA). Options: Engineering Science (Electronics, Programming, Mechanics), Advanced Mathematics.
Skills
Technical and managerial competencies
AI / Machine Learning
PyTorchscikit-learnTensorFlowLLMsNLPStable DiffusionControlNetVision Transformers (ViT)CNNFAISSTransfer LearningKerasSegment AnythingDepthProLoRAGenetic AlgorithmsNEATA*DiffusersTransformers (HuggingFace)xformers
Data Science / Engineering
PythonPostgreSQLPandasNumPySQLAlchemyAlembicETLOLAPData WarehousingMatplotlibSeabornFoliumPostGISMySQLSupabaseDuckDBSQLitegeopandasshapelypyprojRecharts
Web Development
TypeScriptReactNext.jsREST APIAngularNode.jsFlaskExpress.jsJWTOAuth2SwaggerStripeTailwind CSSJavaScriptBootstrapAngular MaterialHTMLCSSSCSS
DevOps / Cloud / Infrastructure
DockerGitCI/CDDocker ComposeGitHubLinuxApache WSGINVIDIA CUDAApache KafkaVercelNetlifyESLintPrettierflake8
Management / Methodology
Agile / ScrumProject ManagementTeam Leadership (4-5 people)End-to-end Project DeliveryTechnical DocumentationMicroservicesCQRSEvent SourcingHexagonal ArchitectureMkDocsSwagger
Languages & Other
English (Bilingual, TOEIC 910)SQLFrench (Native)OCamlC/C++RJavaFFT / Signal ProcessingEmbedded Systems (Raspberry Pi)Video EditingGeospatial (GIS)
Certifications
Professional certifications and credentials
Harvard CS50 — Computer Science
Harvard University
Harvard's introduction to computer science. Covers C, Python, SQL, algorithms, data structures, web development, and AI.
October 2021
TOEIC (910/990)
TOEIC Program
Standardized English proficiency test. Score: 910/990 — demonstrates professional bilingual competency.
The Assessment of Sustainability Knowledge
Sulitest
Assessment of sustainability knowledge across environmental, social, and governance dimensions.
November 2024
Certification — Python 3
CodinGame
Certified proficiency in Python 3 programming language — verified through practical coding challenges.
PYTHON — Theoretical and Practical Core
Sololearn
Theoretical and practical Python certification covering core language features and best practices.
July 2021
Get in Touch
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