Experience time
AI/ML Expert | Startup Technologist | Builder of Scalable, Intelligent Systems
I’m an AI/ML specialist with deep experience building intelligent systems that scale—from zero to production—in fast-paced startup environments. Over the past 8+ years, I’ve helped early-stage teams turn raw data into market-ready products using applied machine learning, cloud-native tools, and lean, iterative development.
At my core, I’m a builder. I thrive at the intersection of data science, software engineering, and product strategy—designing models that not only work, but fit the business. Whether it’s powering real-time personalization, predictive engines, or intelligent automation, I focus on delivering measurable value, fast.
Key Strengths:
Startup-Proven ML Expertise: Built and deployed ML systems from scratch—recommendation engines, customer scoring, NLP pipelines, and more.
End-to-End Delivery: From data ingestion and feature engineering to model training, evaluation, deployment, and monitoring.
Lean ML Operations: Agile ML development with rapid experimentation, A/B testing, and CI/CD automation.
Product-First Mindset: Partnered closely with founders, PMs, and engineers to ship features that drive growth and retention.
Responsible AI Advocate: Embedded fairness, explainability, and trust into every model we shipped.
Tech Stack: Python, PyTorch, TensorFlow, scikit-learn, SQL, AWS (SageMaker, Lambda), Docker, FastAPI, MLflow, dbt
I’m excited by bold ideas, messy data, and the chance to turn prototypes into production. Let’s build something impactful.