Roles that shaped how I build, teach, and reason about systems.

Building the bank's digital onboarding and regulatory platforms across frontend and backend, and delivering most of their major modules: eKYC customer onboarding (all 189 branches and 1,224 sub-branches), Selfled online account opening, and RBS risk-based supervision reporting.

• Built Next.js onboarding and review interfaces with .NET 8 services, Oracle 19c, maker-checker approval, and BAMLCO compliance workflows.
• Implemented retry-aware CBS customer and joint-account orchestration, reusing recorded progress and distinguishing refusals from unconfirmed outcomes.
• Built PostgreSQL-to-Oracle migration tooling with validation, reconciliation, rollback generation, and legacy-file retrieval.
• Improved EC verification, face-capture persistence, PDF account-opening forms, and masked integration-log investigation tools.

Completed the bank's foundation training in banking, credit management, and trade processing (Aug - Oct 2025), then joined the Software Development Team in December 2025 to build the eKYC and Selfled platforms.

• Built secure internal and customer-facing financial workflows in Next.js and .NET.
• Worked on authentication, API contracts, and compliance-aware delivery.
• Promoted to Senior Officer after the first year.

Worked on Memoscribe, an automatic meeting-minutes product, doing R&D on speech recognition and large language models.

• Researched ASR (speech-to-text) models for transcribing meetings.
• Researched LLMs that turn transcripts into structured meeting minutes.
• Worked with cross-functional teams translating ML ideas into usable software.

Completed a focused AI/ML training programme covering model development, data workflows, and industry engineering practices.

• Final project: AI Photo Gallery, a chatbot that finds photos from natural-language questions (e.g. "show my photos with a cat").
• Used embeddings and a vector database for semantic photo retrieval.
• Worked with Python, TensorFlow, and data science tooling.

Supported five CS courses through lab sessions, grading, office hours, and student mentoring.

• Helped students debug programming fundamentals, OOP, and data-structure problems.
• Supported faculty across multiple trimesters and course formats.
• Built a teaching habit that improves my engineering communication.