Professional Overview
I'm Kevin Cruz, a Senior Full Stack and AI/ML Engineer with over 15 years of experience building production-grade intelligent systems across PropTech, LegalTech, and Digital Marketing. I specialize in bridging the gap between deep AI engineering and full-stack product delivery — I don't just design systems, I ship them.
Experience
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Spearheaded full-stack delivery across React frontends and Python FastAPI.
- AWS (EKS, Kafka), lowering server costs by 15% while handling ~1.2M daily req.
- Integrated LLM providers (OpenAI, Anthropic) via LangChain and LlamaIndex.
- Integrated LLM providers (OpenAI, Anthropic) via LangChain and LlamaIndex
- Launched internal dashboards and admin workflows with React, WebSockets, FastAPI
Areas of Expertise
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
Data Science & Analytics
Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.
Automation & AI Workflows
Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.
AI Product & Strategy
Translate AI capabilities into product roadmaps, define success metrics, and drive adoption across engineering and business teams.
