Apptitude
Building innovative web applications and AI solutions for diverse industries.
Type
Web Apps & AI Solutions
My Roles
Full-Stack Developer / AI Lead
Years
2024 - Present
Worked on it
1+ year
Team
Cross-functional teams per project
Stack
TypeScript
python
openai
react
n8n
node
Context
Evolved from front-end to full-stack developer and AI lead. Work on cutting-edge projects across healthcare, energy, and aerospace while building production AI systems.
Key achievements and responsibilities
1
Founded and lead the AI Guild to structure AI adoption internally.
2
Built multiple RAG systems from scratch without frameworks.
3
Developed CannL app in collaboration with CHUV.
4
Created AI pipelines and development guidelines.
Evolution
Front-end → Full-stack → AI specialist. Proactively founded the AI Guild while delivering production systems. Learning ML in depth through concrete implementations.
AI Guild Leadership
Founded and lead the AI Guild to structure company-wide AI adoption. Established best practices, conducted training sessions, created rapid prototyping framework for quality AI deployments.
Project - CannL
Healthcare application developed with CHUV for cannabis smoking tracking. Focus on medical data privacy and UX to help healthcare professionals support patient journeys.
Project - SpaceTalk
Space surveillance web application enabling space agencies to track objects in orbit and facilitate inter-agency communication. Real-time space debris monitoring and collaborative platform for space agencies to share critical orbital data and coordinate space traffic management.
Technical Growth and Learning
1
Continuous Evolution
Transitioning from front-end to full-stack and then to AI leadership has taught me the importance of continuous learning. I'm currently deep diving into machine learning by experimenting, and doing certification of the fundamentals. While delivering production systems has been challenging, it was incredibly rewarding.
2
Industry Versatility
Working across healthcare, aerospace, and chemical industries has shown me how to adapt technical solutions to vastly different regulatory and operational requirements.
3
AI Leadership
Leading AI initiatives means not just implementing solutions, but also educating teams and clients on the possibilities and limitations of AI technology. I organize the AI governance inside apptitude, and I'm leading initiative to educate and train people accross the company.
4
ML Expertise
Building RAG systems from scratch has deepened my understanding of LLMs, vector databases, and the entire ML pipeline from data preparation to deployment. Doing it from scratch was hard, but necessary. Next step : fine tuning a LLM
Ongoing Impact
At Apptitude, I continue to push the boundaries of what's possible with web applications and AI. My role has evolved into a unique blend of full-stack development and AI innovation. I'm actively building real AI projects while staying at the forefront of emerging technologies. This position allows me to pivot smoothly towards AI while maintaining strong engineering fundamentals. The RAG systems I've developed are transforming how our clients interact with their data, and the web applications serve critical functions across multiple industries. As I continue to deepen my ML expertise and lead AI initiatives, I'm excited about the future possibilities at the intersection of web development and artificial intelligence.