I build and operate production data infrastructure for ESG and Government Climate products, focusing on system integration, validation, and reliability under real-world constraints.

• Own production pipelines generating ESG and climate scores across thousands of entities, with strict correctness, auditability, and SLA requirements.

• Designed and built automated validation and replay frameworks that reprocess real production artifacts across environments, reducing feedback loops from days to minutes.

• Built parameter ingestion and synchronization pipelines across Dev, Beta, and Prod with human-in-the-loop approval, diffs, and full audit trails.

• Unified fragmented workflows across Research, Product, and Engineering by designing clear interfaces and integration boundaries for complex domain logic.

• Led modernization of large legacy Python systems (350k+ LOC), upgrading runtimes and dependencies while improving CI safeguards and release discipline.

• Developed internal tooling and dashboards that replaced manual data inspection, improving transparency and reducing validation time from days to under an hour.

• Act as the technical bridge between complex domain logic and production systems, enabling stakeholders to reason about edge cases, tradeoffs, and failure modes during releases.

• Present internally on scalable testing, validation, and reliability for complex data pipelines.

• Built and maintained internal platforms supporting ESG analytics, metadata management, and client-facing data products.

• Led refactors that simplified complex codebases, improved developer velocity by 3×, and aligned implementations with modern engineering best practices.

• Collaborated closely with Product, UX, and Data teams to deliver features end-to-end, from requirements through production rollout.

• Actively contributed to mentoring, interviewing, and internal engineering initiatives.

• Venture Capital Fellow involved in Due Diligence, Investor Relations, and Fund Structuring. (Writing Sample)

• Focus on Food, Agriculture, and Land Use, independent interest in Blockchain Tech, specifically bridging and yield aggregation.

Developing a new white glove networking service for young women in Science, Medicine and Technology.

• Conducted several interviews with potential users and stakeholders; ran vetting experiments to find initial wedge.

• Acting as team representative, leading feedback sessions, and industry partner liaison.

• Backend data synchronization, UI consistency across platforms with Ruby on Rails and React Native; greater query & load speed.

• Operated in a Product-cum-Engineering capacity, involved in Audit and Specification of new features and roadmap planning.

o Wrote a spec to improve the Groups feature based on user interviews, finalized changes with Design and Product.

o Developed a new Task Centre feature spec, based on complete Audit of Notifications and current task interaction.

• Involved in drafting an Investor Memo, using Marketing Research and Financial Projections, User Growth Metrics like DAU and WAU.

https://get.brdg.app/ - join today!