Business, people & technology
AI products & business technology.
Business Technology Management at UBC Sauder. I combine client discovery, data analysis and AI development to build useful products and improve how businesses work.
Experience.
Full resume- Explore projectDemo + case studyJan – Sep 2026
TenderSense
Founder & Developer
Helped three contractors decide which government tenders were worth bidding on, with AI briefings that cut the pilot firms’ first review from two days to under 30 minutes.
- Explore projectDemo + case studyJul – Nov 2025
Independent
AI Automation Consultant
Built websites and automated workflows for small businesses, including a missed-call system linked to CAD 8,400 in completed jobs.
- Sep 2024 – Apr 2025
WorkSafeBC
Co-op Student, Insights & Research
Turned survey data into recommendations leaders acted on, and moved a research team onto new tools.
Analyzed over 15,000 survey responses in Power BI, which led managers to review unclear follow-up instructions and led to targeted outreach for smaller employers with low awareness of safety resources. Compared eight knowledge management platforms with another co-op student and recommended one to a senior director; the team adopted it. Published the team’s first live Qualtrics survey, ran a workshop to help colleagues switch, and built and tested 25 surveys. Cut a recurring archive task from two hours to under 30 minutes with Power Automate and Power Query.
- Aug – Nov 2023
Philip Morris International
Sales Representative
Introduced a new product to customers one on one during its launch.
Averaged 35 qualified customer interactions per shift, 59% above the target of 22, and met or beat my KPIs every month. Hosted brand events at partner venues for 30 to 40 guests each.
- May – Aug 2022
Key Fincorp Services
Capital Markets Intern
Researched six listed companies for a capital markets team in Mumbai.
Compared three years of revenue growth, EBITDA margins, leverage and cash flow across renewable energy and real estate companies. Flagged one company trading near 8× EV/EBITDA against a peer median of about 10× for further research, which helped the team narrow its focus to two companies. Presented the findings in company summaries and slides.
TenderSense
tendersenseai.comBid-decision software for government contractors. It reviews tender packages and amendments for eligibility, payment terms and risks, with findings linked to the source clauses.
I led contractor interviews, product priorities, interface decisions, AI-assisted development, testing and pilot coordination. A collaborator later helped with testing and technical work.
70 real tender packages reviewed by or with three pilot firms.
≈ CAD 20M in tender opportunities reviewedCombined tender opportunity value reviewed, estimated by KR Traders, one of three pilot firms. This is not revenue or awarded contract value.The firm also reported that an amendment flagged by TenderSense informed a more competitive quote on a contract it subsequently won.
Make every finding inspectable
Briefings linked findings to highlighted clauses in the source PDF, so contractors could check the source alongside the summary.
Top Gun Landscaping BC
I built a system to follow up on missed calls by text, collect enquiry details and prepare site visit bookings for the coordinator to approve.
Six-week pilot: 10 site visits booked and four completed jobs, worth approximately CAD 8,400, linked to missed-call records.
Twilio
n8n
Claude API
Airtable
Google Calendar
Approval before booking
The workflow filled in enquiry details and added approved site visits to Google Calendar. The coordinator reviewed each enquiry and approved the time.
Leadership & competitions
Case competitionEY-Parthenon × SMCC
Feb 2026Case Competition Finalist
Finalist · top six of 43 teams.
EY-Parthenon × SMCC
Finalist · top six of 43 teams.
Presented a Montréal expansion strategy for a social enterprise to EY-Parthenon judges, covering market analysis, funding, partnerships and French-language services.
LeadershipCo-op Student Association of Sauder
Jan – Dec 2024VP Internal/Finance · COSAS
Managed a CAD 12,000 semester budget across eight events.
Co-op Student Association of Sauder
Managed a CAD 12,000 semester budget across eight events.
Managed a CAD 12,000 semester budget across eight events, reporting actuals and committed costs to the executive. Kept an event with low registrations within budget by calculating break-even sales, comparing supplier quotes and reducing costs.