XIMB
Information Systems + Marketing
- Product, systems, brand, and go-to-market thinking
- Case competitions, analytics work, and strategic frameworks
- Building the operating language of modern product teams
Product building in progress
MBA Student | Former QA Engineer | Aspiring Product Manager
Breaking products taught me how to build better ones.
About me
I started by breaking products for a living: load, scale, edge cases, response times, the quiet places where user trust collapses. That QA background trained me to see systems honestly.
Now, through an MBA focused on Information Systems and Marketing, I am translating that engineering discipline into product judgment: market clarity, user empathy, business models, and crisp execution.
Learned reliability, performance, and the cost of weak product decisions.
Layering strategy, marketing, systems thinking, and business context.
Building toward products that are useful, defensible, and loved under stress.
Education
Information Systems + Marketing
Computer Science Engineering
Work experience
Worked where product promises meet real-world pressure. Focused on performance behavior, bottleneck discovery, scalability confidence, and the invisible reliability layer users only notice when it fails.
Observed how early-stage teams sharpen markets, evaluate traction, communicate value, and make decisions when resources are tight and ambiguity is high.
Projects
Conversational loan-assistance experience designed to answer borrower queries, explain eligibility, and make loan discovery feel simpler and more guided.
Fitness web concept using AI-assisted training flows to support guided workouts, form awareness, and a more personalized exercise experience.
Anime discovery and content-browsing site focused on fandom-friendly navigation, visual discovery, and an entertainment-first user experience.
Proposed recommendation approach mapping human emotions to music using face detection, feature extraction, emotion recognition, and ML-led matching.
Articles / thought leadership
Publishing every Tuesday and Thursday - PM frameworks and mental models on Tuesdays, product teardowns and root cause analyses on Thursdays.
Skills
Interests