From cloud platforms to applied ML, I thrive on learning fast and shipping.

Reinforced Finastream's fund-process platform by optimising workflows, expanding task management capabilities, and spearheading AI-driven automation initiatives.

• - Refined the fund process engine to reduce review cycles and surface actionable metrics for portfolio operations teams.
• - Built an internal task management system that unified compliance, product, and engineering hand-offs inside the platform.
• - Delivered several LLM Ops services that automated internal support requests and accelerated R&D within the legal fund management domain.

Leveraged large operational datasets to build an NLP text-classification pipeline for automated analysis while supporting major accounting and e-commerce data migrations.

• - Delivered production-grade text classification that auto-routed customer and partner inquiries across back-office teams.
• - Coordinated accounting and e-commerce data migrations end-to-end, validating integrity and post-cutover performance.
• - Supported backend modernisation initiatives across Java and Node.js services to improve resilience and speed.

Explored reinforcement learning and robotics topics for a research thesis in an international lab environment.

• - Prototyped agents that learned control policies in simulated robotics environments using PyTorch.
• - Evaluated policy performance and documented results that informed lab publications and thesis work.
• - Collaborated with researchers across disciplines to share findings and iterate on experimental design.