experience
Where I've shipped things
The roles that turned into actual impact.
01
Ericsson
AI/ML Intern · Ottawa, Canada
- Built an LLM log summarizer that saved engineers 10 min per bug across 100+ incidents a week
- Created internal chatbot that answers support questions from company docs
02
Vector Institute for AI
Machine Learning Associate · Toronto, Canada
- Built recommendation system for 500+ community services → 40% better accuracy
- Designed smart chatbot that routes questions & remembers conversation context
03
University of Ottawa
Research Assistant · Ottawa, Canada
- Analyzed 100+ policy documents to study tech activism impact
- Automated processing of 5,000+ HR records → eliminated manual data entry
04
Databrackets
AI/ML Engineer · Remote
- Deployed AI security scanner → 60% faster vulnerability assessments
- Built automated file scanner → reduced security checks from 4 hours to 30 minutes
- Created subdomain discovery tool → 50% faster than manual methods
05
Citi
Software Developer Intern · Chennai, India
- Built partner onboarding system → 40% faster setup time
- Achieved 95% automated test coverage for releases
education
Master of Computer Science
University of Ottawa
B.Tech, Computer Science Engineering
Vellore Institute of Technology