I'm Kevin, a robotics engineer
About Me
Robotics engineer specialized in Artificial Intelligence and Data Science, with a strong passion for autonomous systems, computer vision, and the ML lifecycle. I think in systems before writing code and weigh every decision by risk against real impact. Models that break in predictable ways have taught me more than ones that work without foundation.
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I aim to keep building autonomous systems in every form, where the frontier is, in fact, understanding the model beneath the algorithm. What captivates me most about these challenges is that precise moment when intuition, experience, and technical knowledge all converge (and a gap still remains). That gap is the clearest signal that something new is waiting to be learned. That's where real learning begins.
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About Me
I build AI systems that help companies optimize processes and scale their productivity.
With over 2 years working across the full ML lifecycle (from data visualization to cloud environments) I've supported 50+ projects across healthcare, fintech, education, and retail. My roles have converged with the same objective: applying AI to solve real, measurable business problems.
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Years in AI/ML & Cloud
50+
Impacted enterprise projects
Certified in AWS Machine Learning Specialty, AWS Machine Learning Associate, Solutions Architect and Tableau Desktop.
Systems Thinking
Understand the system as a whole before writing a single line of code.
Simplicity over Complexity
Default to the simplest design that works. Complexity is intentional, never assumed.
Results Driven
Every project targets a measurable outcome. No metric, no real improvement.
Ownership
Full responsibility for results, including failures. I communicate and learn from them.
Continuous Learning
In a field that never stops moving, staying static means falling behind.
Adaptability
Adjusting strategy when reality changes, without losing sight of the goal.
Previously worked at
Experience
Amazon (AWS)
Nov 2024 – Present
Cloud Support Engineer – AI/ML Team
Amazon (AWS)
Skills & Technologies
Cloud & ML
AI / Data
Backend
Frontend
Languages
BI & Data
Projects
Cloud ML Demand Forecasting Pipeline
FeaturedProduction ML pipeline with a layered S3 data architecture, XGBoost training on SageMaker, and a serverless inference API via Lambda and API Gateway. Simulates a multi-store retail demand forecasting system with seasonality and promotions.
AI-Powered Knowledge Base Assistant
FeaturedAI-powered knowledge assistant using Next.js and FastAPI, enabling semantic retrieval over 200+ unstructured documents with vector search, Redis caching, and Dockerized services.
Education
Awards and Recognition
Who is Kevin?
Sports
I genuinely enjoy high-performance sports and consider myself a devoted Olympics fan. As an athlete, I play football, volleyball, and surf regularly (and also enjoy climbing, swimming, and running whenever I get the chance).
Reading & Writing
Reading is one of my favorite escapes (fantasy, drama, and thriller are the genres that hook me most). Writing has also become a meaningful hobby: I enjoy composing poems and have completed a couple of short novels.
Music
Music is, without a doubt, my greatest passion. One of my most personal goals is to produce it professionally someday. In the meantime, I enjoy playing guitar, bass, drums, and keyboard.
AI & Continuous Learning
Staying current with emerging technology is both a professional discipline and a genuine personal interest. I actively follow new developments in AI and cloud computing (not just to apply them at work, but because I find them genuinely fascinating).