Malick User

I’m a product-driven AI Engineer with 10+ years of experience building and shipping production systems across cloud infrastructure and modern AI stacks. I turn ideas into working products quickly—building MVPs from scratch and owning delivery end-to-end from architecture to production deployment.

At SnorkelAI, I architected and launched a production-grade RAG platform that enables natural-language access to large-scale enterprise data. I built end-to-end pipelines for structured and unstructured data, integrated processing workflows to clean/chunk/embed data, and delivered reliable semantic retrieval across millions of documents.

I also developed AI agents for multi-step reasoning and task execution by combining LLM inference with enterprise data retrieval and internal APIs. I’ve optimized retrieval using vector-based semantic search, metadata filtering, and ranking strategies—improving relevance and reducing response latency for real-time production workloads.

Previously, at TempusAI I built secure microservices for HIPAA-compliant clinical data handling, orchestrated scalable pipelines with Kafka and Spark, and deployed workflows using Airflow and cloud platforms. Earlier roles at Thoughtworks and Amazon Web Services strengthened my foundation in distributed systems, CI/CD automation, monitoring/alerting, and performance/reliability improvements—from reducing deployment time to cutting pipeline failures by 25%.