Products & Infrastructure
Software products, open-source libraries, and learning platforms taking problems from raw concept to shipped deployment.
FeatureSmith is an open-source dataset review platform and ML data-quality toolkit that makes tabular dataset quality checks as routine and automated as code reviews, supported by interactive examples and Jupyter notebooks.
Tabular datasets used in production machine learning models often suffer from unmonitored target leakage, silent schema drift, missingness spikes, and distribution anomalies. Unlike source code which undergoes strict automated linting and code reviews, datasets are often fed into compute-heavy model training loops blindly.
FeatureSmith provides a high-performance Python SDK and CLI powered by Polars that executes 8 automated dataset reviewers, generates explainable 0–100 ML readiness scorecards, flags 6 named target leakage patterns, and provides snapshot version diffing (fs.diff()) with a deterministic exit-code CI/CD gate.
Prodily is a free, 0-to-1 Product Management learning platform I launched independently — a structured, sequenced curriculum of 90 lessons across 9 modules and 6 stages, with skill analytics across 7 PM competencies, quizzes, flashcards, reflections, and progress tracking that has grown to 400+ users since launch.
PM education is fragmented. Most aspiring product managers learn by stitching together blog posts, outdated courses, and advice from people who learned the same way — no structure, no feedback, no path — while bootcamps cost thousands of dollars and are often inaccessible.
Independently owned the entire 0-to-1 build — product strategy, curriculum design, UX, full-stack development, and go-to-market execution — to ship a free, structured curriculum that sequences learning from product vocabulary and thinking through discovery, PRDs, roadmaps, strategy, leadership, and career-ready capstones. Quizzes, flashcards, reflections, and progress tracking are paired with 7-competency skill analytics and public portfolio artifacts.
RallyVerse is a sports event operations and community growth platform built for badminton tournament organizers, academies, and clubs in Bengaluru.
Grassroots sports event organizers and academies struggle with player acquisition, sponsorship visibility, manual UPI payment verification, and participant retention outreach.
Engineered a sports event infrastructure platform providing dedicated event registration pages, automated UPI payment screenshot verification, organizer dashboards, and participant outreach channels.