Lead Risk Engineer for Systems Integration at Global Financial Services Firm

• Python backend development: FastAPI, Kafka, MongoDB, SQL Server, Docker, Pytest

• Counterparty credit risk (CCR): potential future exposure (PFE) risk engine system integration

• System design and data modeling

Technology Lead for VaR Time Series Construction at Global Bank Capital Markets

• Leading team of 5 quantitative developers in US, India

• Python, pandas, multiprocessing

Senior Software Engineer for FRTB IMA implementation at Top UK Investment Bank Market Risk

• C#, .NET 6, MongoDB, SQL Server, REST API, Python, FastAPI, XUnit, Entity Framework

• Software architecture and design

Senior Software Developer for Investment and Trading Compliance at Top multinational asset management corporation

• Product Development, frequent MVP/POCs and presentations to client Managing Director, Directors, and Lead Developers.

• Java, C++, SQL, Spring Boot, JUnit, Mockito, Azure DevOps, Git, Agile(Scrum)

• Achieved 89% accuracy in predictive quality with tree-based models (Random Forest and XGBoost) using high-frequency, time series, sensor data from large petrochemical process plant

• Applied data pre-processing and feature engineering techniques such as resampling unbalanced data, normalization, rolling average, gradients, feature explosion and recursive feature dropping on sequential big data

• Developed recycling object image recognition algorithm using CNNs (VGG16, ResNet18) in pytorch achieving 91% accuracy

• Led digital marketing campaign, incorporating technical details and commercial value of AI software and computer vision hardware, securing 4 demo meetings with clients

• Authored technical and business application, resulting in recognition as one of Canada’s 20 most innovative companies by CIX (Canadian Innovation Exchange)

• Applied for over $1MM in non-dilutive funding, detailing project scope, budget, milestones, pro forma income statement, description of the technology, competitive advantage, and economic and social benefits

• Mentored 1 intern – public relations, digital marketing and customer relationship management (CRM) projects