AI Data Validation Agent
Built a Python-based validation workflow for recurring Excel checks against predefined business rules, replacing repetitive manual review with structured validation reports.
I work across requirements, product documentation, launches, bugs, feedback and product delivery, collaborating closely with stakeholders, Product and Engineering.
I work across the product lifecycle - understanding stakeholder requirements, contributing to PRDs and user stories, supporting launches, managing bugs and feedback, and collaborating with Product and Engineering.
I work between enterprise stakeholders, Product and Engineering - understanding what needs to be built, turning requirements into clear product documentation, and helping move ideas from definition to delivery.
My work spans requirement gathering, contributing to PRDs and user stories, new feature and module launches, bug triage, user feedback, product analysis and close collaboration with Product and Engineering teams.
With an MCA background and hands-on product delivery experience, I bring enough technical context to understand software requirements, ask better questions and collaborate effectively with engineering. My next step is to take on deeper Product Management ownership.
From enterprise workflows to automation, these projects show how I think through problems.
Built a Python-based validation workflow for recurring Excel checks against predefined business rules, replacing repetitive manual review with structured validation reports.
Mapped enterprise workflows, contributed to structured PRDs and sprint-ready stories, and collaborated with Product and Engineering.
My work starts with stakeholder conversations and technical requirements. I feed that input into structured PRDs, user stories and acceptance criteria alongside Product, then stay involved through sprint delivery, launch support, bug triage, feedback and improvements.
Client Excel reports needed recurring checks against predefined business rules, consuming around 3–4 hours every week.
Scoped the solution and documented validation logic, acceptance criteria and edge cases before building.
Built a Python prototype to identify missing values, incorrect formats and business-rule violations.
Generated structured reports that made data-quality issues dramatically faster to identify.
Built around the work and outcomes from my resume, with a focus on product execution, operations and measurable improvement.
Enterprise product delivery · Requirements · Product documentation · Stakeholders · Agile delivery
Quality audits · SOPs · Process improvement · Cross-functional coordination
I also work on practical digital projects where product thinking meets hands-on implementation.
Store setup, theme configuration, page structure, navigation, product/catalog setup, content sections and practical UI customization for small businesses and independent brands.
Helping small businesses turn an idea into a polished online presence, combining structure, content, usability and hands-on implementation.
Build practical automation prototypes around repetitive operational tasks, data validation and reporting, informed by my product operations experience.
Strongest where product thinking meets execution, operations and data.
Python · SQL · Data Validation · Automation Logic · Excel Data Processing · APIs
Requirement Gathering · PRD Contribution · User Stories · Product Roadmap · Agile/Scrum · Sprint Planning · Backlog Prioritization · KPI Definition · OKRs · A/B Testing · GTM Support
Client Onboarding · Stakeholder Management · Cross-functional Collaboration · SOP Documentation · Process Mapping · User Feedback · Competitive Analysis
SQL · Excel / Google Sheets · Data Validation · KPI Tracking · Operational Reporting
Jira · Product Documentation · Process Mapping · Python (Basic Automation)
Bennett University
Aligarh College of Engineering & Technology
Plus Google Cybersecurity Certificate, Ethical Hacking Essentials, Cybersecurity Fundamentals and Network Defence Essentials.
A recommendation from LinkedIn — more will be added as they come in.
Garvit, from our first batch of interns at Ascella, knows how to stay focused, where to direct his efforts, and how to tackle challenges effectively. Additional perk is his problem solving ability. Whenever you're stuck and need a partner for brainstorming, he's the one you want on your team. He manages his workload efficiently and has a clear vision of his goals. What's more, he's easy to work with and knows how to keep the atmosphere fun.
I'm open to Product Management, Product Operations and product delivery opportunities.
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