Alexis
de Lécluse
Engineering student at ENSEEIHT, bridging the gap between computer vision research and edge deployment.
Engineering
Projects and skills from my Digital Sciences curriculum.
Skills
Languages
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Python
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C++ / Arduino
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Java
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SQL
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OCaml
Data Processing
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Matlab
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NumPy
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Pandas
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Scikit-learn
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PyTorch
Tools & Systems
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Windows
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Linux
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Git
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Claude Code
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GitHub Copilot
Soft Skills
- Teamwork
- Project Management
- Creativity
- Problem Solving
- Adaptability
Projects
Aeris: Drone Coordination
With a team of six ENSEEIHT students, we finished 2nd at the AGIR hackathon, organised with the Occitanie Gendarmerie Region (October 2026). In a single day, we built a decision-support tool to size and coordinate drone deployments in gendarmerie operations: the operator draws the area, priority and no-fly zones, and Aeris proposes optimised drone placements, separates the airspace and recomputes the deployment in real time when a drone becomes unavailable. As lead architect and integrator, I set up the monorepo, the CI, the module contracts and the API.
Laser-Guided Drone Defense System
Ongoing engineering study carried out for a defense start-up through N7 Consulting, the Junior Enterprise of ENSEEIHT. Our team is working on a drone-based laser-guidance defense system, and I am in charge of developing the computer vision algorithms for target detection and tracking. Due to confidentiality, details of the project will be shared later.
TrackMyApps
TrackMyApps is a SaaS application that helps students centralize and track their internship, apprenticeship and job applications. Alongside a Kanban board, reminders, calendar sync and document storage, it features an AI interview simulator (Google Gemini) with chat and voice modes, live speech-to-text and spoken answers. The app was recently redesigned around its own design system, with password reset, a one-click demo account and GDPR-compliant legal documents. The backend runs on Node.js, Express, TypeScript, Prisma and PostgreSQL as Vercel serverless functions, while the frontend uses React, Vite, Tailwind CSS and shadcn/ui.
Mass Creator
Commissioned by the Toulouse Student Parish, Mass Creator helps choirs and liturgy teams prepare celebrations. It brings together a library of more than 500 songs with their sheet music, lets users compose a mass for each liturgical moment (or generate one automatically for the liturgical season) and share it through a short link. Sheet music is analysed by AI, and all the scores of a mass can be merged into a single PDF with a clickable table of contents. Installable as a PWA that works offline, it relies on secured API routes (validation, rate limiting, read-only database access from the browser) and a CI pipeline running lint, type-checking, tests and build.
Financial Prediction Model
Development of a machine learning model to predict the evolution of stock market indices. The project involved data collection, feature engineering, and training several models (Random Forest, XGBoost) to compare their performance in forecasting market trends.
Solar Tracker (Arduino)
A solar tracker project carried out at the end of preparatory classes: the objective is to orient a solar panel towards the most powerful light source around the tracker, with two degrees of freedom. The orientation is controlled by an Arduino board, commanding two servo motors, based on data from four photoresistors placed with the solar panel.
Career
Professional documents and past experience.
Past Experience
Embedded AI Engineer Internship
Delair, Labège, Occitanie
Benchmarking of YOLO-type vision models on various NPUs (Pi AI camera and iMX95):
- YOLOv8/v11 Model Optimization: fine-tuning and INT8 quantization
- Graph Surgery: modifying YOLOv8n to maximize performance on iMX95 (36 FPS)
- Embedded Linux: Yocto-based custom OS compilation
- Real-time Monitoring: FPS, NPU latency, CPU load, temperature — modular architecture
Worker Internship
Lynred, Grenoble
Internship completed at the end of my two years in Prépa INP at Lynred, European leader in infrared sensors, main supplier to Safran and Thales. I was a cleanroom operator in the packaging department (sensor assembly). I was able to discover how a company operates, as well as the role of engineers and operators in an industrial production context.
Observation Internship
Librairie Agapè, Orléans
- Discovery of business operations
- Receiving orders
- Sales
Mobility
Language skills and international aspirations.
Languages
- English: C1 Level — Ready for mobility.
- German: B1 Level — Solid knowledge.
Mobility Plans
My main goal is to complete a semester or a gap year abroad to deepen my skills in data science and artificial intelligence. I am particularly drawn to the North American ecosystem, which is recognized for its academic excellence and dynamic innovation.
Target Destinations: I am primarily targeting universities in the United States and Canada (especially Quebec) that offer cutting-edge programs in AI, Machine Learning, and Natural Language Processing (NLP).
This experience would be the ideal opportunity not only to acquire high-level technical expertise but also to immerse myself in a different research and development culture and perfect my English in a professional and academic context.
Engagement
Community and civic involvement.
Scouting
My commitment to scouting is an important part of my development. With over 12 years in scout groups, I have developed my autonomy and sense of responsibility.
Currently, I am a leader in a scout troop in Toulouse. This role teaches me to manage a team, organize projects, and mentor young people, thereby developing leadership and teaching skills. It also includes budget management and logistics.
Climate Fresk
From the first year of my engineering program, I had the opportunity to participate in a "Climate Fresk" workshop, in collaboration with other students from ENSEEIHT. This allowed us to become aware of the climate challenges of our time and the issues we will have to face as future engineers.
The Trial of King Kong
Also in my first year of engineering school, I was able to attend and participate in the interactive play "The Trial of King Kong," which deals with gender-based and sexual violence (VSS) and its consequences.
"Futur Proche" Festival
ENSEEIHT and the various universities in Toulouse allowed me to participate in the "Futur Proche" (Near Future) festival, which included numerous conferences, workshops, and presentations... raising awareness about climate issues, particularly from a scientific perspective through various innovations, both existing and in development.
Activities
Passions outside of engineering.
Music
Trumpet
3rd cycle level after 10 years at the Conservatory. I had the opportunity to participate in various orchestras, exploring varied repertoires (classical, jazz...), which taught me rigor and teamwork.
Piano / Organ
Self-taught, I learned piano and then organ alongside my trumpet years. This now allows me to accompany singers or other instrumentalists during events or concerts.
Singing
Chorister (bass and tenor sections). My interest in conducting led me to be the conductor of a choir of 9 high school students, a formative experience in project management and team leadership. I am currently a member of a choir in Toulouse as a tenor.
Contact
Feel free to reach out for an internship, a project, or just a chat.