I help organizations turn raw data into intelligent, production-grade systems — from data pipelines and analytics to machine learning and AI-powered applications.
I'm a Data & AI Consultant with over a decade of experience helping companies build smarter systems. I bridge the gap between data engineering, analytics, and applied AI — designing pipelines, models, and applications that deliver real business value.
My work spans data warehousing, ETL/ELT pipelines, machine learning, LLM-powered applications, and real-time analytics. I've helped startups and enterprises move from proof-of-concept to production.
I believe great AI starts with great data. I focus on clean architecture, reproducible workflows, and systems that teams can actually maintain and scale.
RAG systems, fine-tuning, agentic workflows, and production AI applications.
ETL/ELT pipelines, data warehousing, lakehouse architecture, and orchestration.
Predictive modeling, MLOps, model deployment, and monitoring at scale.
Dashboards, KPI frameworks, self-serve analytics, and data storytelling.
AWS, GCP, Azure — serverless data stacks, infrastructure as code, and cost optimization.
Production Python, dbt, Spark, Airflow, and modern data tooling.
Built a retrieval-augmented chat assistant for a financial services firm, grounding LLM responses in 50K+ internal documents with citation tracking and guardrails.
Designed a Kafka-based streaming platform processing 2M+ events/day for an e-commerce company, powering live inventory and recommendation systems.
Deployed an end-to-end churn prediction system for a SaaS company — from feature engineering to automated retraining, reducing churn by 23% in six months.
Built a centralized metrics layer and dashboard suite for a healthcare startup, enabling non-technical teams to explore data without engineering support.
Developed a computer vision model for a manufacturing client that detects product defects on the assembly line in real time with 98.6% accuracy.
Created an orchestration framework for multi-agent LLM workflows — enabling automated research, code review, and report generation pipelines.
Whether you need a data pipeline, an AI application, or a full analytics strategy — I'm ready to help. Let's talk about your project.