Selected engagements demonstrating delivery of scalable systems, ROI, and high-stakes execution in enterprise environments.
AI FinTech Platform Development
2021 – Present (Founder & Lead)
- Architected multi-tenant AI platform on GCP for real-time IoT integration and generative financial modeling.
- Secured pre-seed funding and scaled operations across 4 jurisdictions, achieving 24% client ROI through automation.
- Engineered secure data integrations using PostgreSQL and specialized APIs, ensuring compliance with international data residency and privacy laws (GDPR/PDPA).
- Authored WIPO Patent (WO2022240365) for AI-driven optimization in smart infrastructure.
Deep-Tech Portfolio Management
2018 – 2019 (Project Manager)
- Managed technology portfolio of a $25M deep tech incubator for AI-enabled applications, from requirements to production.
- Optimized Salesforce integrations, ticket management systems, and APIs for 2,000+ companies, enforcing good governance standards.
- Reduced bottlenecks using Agile methodologies, improving delivery timelines in institutional settings.
Solar Hardware Startup Advisory
2017 – 2019 (Advisor)
- Defined and implemented product development processes and provided strategic advice on stakeholder management and vendor selection for cross-cultural deployments.
Solar Infrastructure Scaling
2015 – 2017 (Senior Manager)
- Directed product management and business development for solar energy offerings, resulting in 2x revenue growth.
- Managed $2M procurement budget for solar components, achieving over 40% savings.
- Created strategic roadmaps increasing sales by 15% and margins above industry average.
Minining Improvements (200 hours)
2014
- Created analytics models for new energy technologies, cutting energy costs by 12% for a mining client.
Conflict Minerals Compliance Support
2014 (28 hours)
- Developed Excel VBA tools to consolidate supplier survey results and aggregate product lists.
- Summarized research on policy statements for pharmaceutical compliance.
- Ensured data quality for regulatory reporting in sustainability initiatives.
SIEM Network Modeling
2014 (100 hours)
- Modeled Internet Protocol (IP) networks using ArcSight for security incident management.
- Developed naming conventions and formalized Internet Protocol (IP) ranges for subnets.
- Built foundational knowledge for network and asset model implementation.
Journal Entry Testing Analytics
2014 (Multiple projects, 225+ hours)
- Modified analytics tools for audit support across manufacturing and financial sectors.
- Resolved reconciliation issues and prepared summary reports for audit teams.
- Applied data analytics to ensure compliance in high-volume transaction environments.
Data Quality Evaluation & Lineage
2013 – 2014 (316 hours)
- Evaluated risk data quality and developed lineage models to map data flows.
- Analyzed issues using SQL and ACL, quantifying financial impacts.
- Created process diagrams to support integrity improvements in agricultural finance systems.
Mortgage Compensation Stabilization
2013 (488 hours)
- Performed data reconciliation across multiple systems to identify root causes of discrepancies.
- Prepared weekly presentations of findings with technical explanations for senior stakeholders.
- Contributed to stabilizing critical financial processes in a high-complexity risk transformation program.