Classical Music
A trained classical singer
Outside study and work, I am a classical singer with 2 national-level gold and silver medals. It reflects discipline, performance under pressure, and years of craft.
Product · Program · AI Systems · Santa Clara, CA
4+ years building software and leading technical delivery. Now focused on product, program, and AI-enabled experiences that connect user needs, technical depth, and measurable outcomes.
MS in Engineering Management & Leadership at Santa Clara University.
About
I spent 4+ years at Accenture shipping software, leading distributed teams, and driving end-to-end delivery across automation and enterprise systems. Over time, I became the engineer who kept asking why a feature mattered, who it served, and how success would be measured.
Today, I bring together product thinking, technical depth, and hands-on AI/ML experience to build useful systems. My work spans user research, KPI definition, roadmap thinking, LLM applications, RAG pipelines, and cross-functional execution.
At Santa Clara University, I am pursuing an MS in Engineering Management & Leadership while deepening my coursework in AI/ML and computer science. I enjoy working on ambiguous problems that require both systems thinking and empathy for the people using the product.
Outside work and school, I build things that help people learn, work, and make better decisions — from agentic AI tools to study resources and human-centered ML systems.
Product Teardowns
A set of product and market analyses across AI, health tech, and consumer software, each grounded in user needs, business context, product opportunities, and prioritised recommendations.
Glean
Enterprise AI search as the operating layer for knowledge work
Doximity
A healthcare platform with room for deeper clinical workflow innovation
Arc Browser
A differentiated product with strategic lessons in growth and positioning
Perplexity
How trust, citations, and UX shape modern AI search products
Whoop
Behavior change, recurring engagement, and product expansion in wearables
Projects
Full-Stack GenAI + RAG · Agentic App
An AI career platform that routes user intent across six product surfaces including job matching, portfolio generation, outreach drafting, skill simulation, RAG-powered Q&A, and agent chat. Designed around personas, KPIs, and feature prioritisation, then implemented through a React, Express, and FastAPI architecture with a ChromaDB-backed RAG pipeline.
AI Product · User Research
A concept for an AI developer reporting tool built through discovery with 25+ developers, engineering leads, and managers. Turned interview insights into feature prioritisation, pricing strategy, a Figma prototype, and an early-stage product narrative.
Product Strategy · Go-to-Market
A smart commercial lighting concept focused on persona definition, KPI setting, market sizing, pricing, and distribution strategy. Built to show product thinking across customer value, business viability, and go-to-market execution.
ML · Speech-to-Video
A speech-to-video learning pipeline built for accented-English learners, combining speech recognition, keyword extraction, and recommendation logic to improve learning relevance and accessibility.
Interactive Learning Resource
A structured deep learning study resource with interactive notes, formula references, and lecture-based summaries designed for revision, concept review, and exam preparation. This replaces the earlier NLP tool emphasis with a broader learning-focused build.
Hardware + ML · Human Factors
A passive wrist-support system combining 3D prototyping, sensor-based lab studies, and M classification to reduce physical strain. A good example of applying technical experimentation to human-centered problem solving.
Certifications
A mix of completed certifications and in-progress learning that reflects my interest in product, AI, and technical execution.
Completed
Hugging Face certification focused on large language model foundations, workflows, and practical understanding.
In Progress
Learning focused on AI product framing, responsible deployment, and product decision-making in AI contexts.
In Progress
Structured PM training covering planning, stakeholder communication, delivery, and execution fundamentals.
Completed
Formal grounding in object-oriented programming and software development concepts.
Completed
Vskills certification covering test automation and Python-based quality engineering workflows.
Writing
Coming soon.
Reflections on product strategy, technical systems, AI/ML, automation, and the craft of building useful experiences.
Beyond Work
Classical Music
Outside study and work, I am a classical singer with 2 national-level gold and silver medals. It reflects discipline, performance under pressure, and years of craft.
Creative Side
I love dancing, baking, and the occasional Netflix reset. These keep me creative, grounded, and human outside structured work.
Research
I am currently working on an NLP research paper, which adds academic depth to my practical interest in AI systems and language technologies.
What stands out
The strongest profile signal is the combination of technical depth, product thinking, research curiosity, and a serious artistic discipline outside work.
Contact
I’m actively exploring PM, TPM, AI PM, and related product roles. If you’re building thoughtful software, AI-enabled tools, or technically complex systems, I’d love to connect.