harshit pandey

• Led the creation of an eval framework — combining a test harness with nightly tracking of pass/fail rates — to monitor MCP tool behaviour and performance per provider, helping teams continuously improve tool quality. Drove enhancements that cut tracking costs by 47% while maintaining model quality.

• Led 3 multi-quarter, cross-team full-stack projects focused on driving Apollo Workflows retention.
• Owned the analytics layer for an internal AI code-review bot —
1. Built systems to track acceptance, ignorance, and rejection rates of AI-generated comments, helping make decisions on which review bots delivered value versus added unnecessary cost.
2. Also built a self-rejection pattern a

• Led 10+ growth experiments that doubled weekly visibility and improved workflow activation by 500bps.
• Solved major technical issues — reduced response time from 40s to under 3s and cut costs by 95% for an AI recommendations feature. Built shared frameworks that cut engineering effort by up to 60%.
• Led integration of a co-browsing tool, reducing back-and-forth between developers and the suppo

• Responsible for improving canvas performance, improved load-time from 21s to 1.3s.
• Solving "black box" issues and delivering on time.
• Mentoring juniors in multiple contexts.
• Responsible for org-wide UI releases as a Core UI component reviewer.
• Conducted Level 1 and Level 2 interviews.

• Boosted a team of 7 UI devs on a newly migrated Campaigns UI.
• Responsible for boosting the adoption of new Campaigns UI from 20% to 98%.
• Owned deployment of 500+ UI issues with less than 2% regressions.
• Responsible for org-wide UI releases as a Core UI component reviewer.
• Conducted Level 1 Interviews
• Became SME of Campaigns and Journeys

• Assisted in migrating Campaigns and Journeys to the new architecture.
• Owned the deployment of multiple UI revamps around campaigns.
• Fixed not-so-easily reproducible UI issues and ensured timely releases.
• Enhanced UI productivity by integrating tools like New Relic.
• Became SME of Journeys.

• Responsible for developing and deploying an internal dashboard for internal analytics.
• Responsible for enhancements on the internal dashboard of fREADom app.
• Responsible for developing and deploying an automated report builder.

• Responsible for the development and deployment of the official website of Stones2Milestones.
• Created an internal report builder to reduce manual effort by 70%.
• Assisted in a quiz and survey platform. FAST-2019

We worked on a Housing rental site.
It was a 2 month project.
It was purely vanilla.js based. I created the frontend application and worked with a dedicated team of backend developers.

Worked as JavaScript Developer (Remote) at AmTech Software Solutions Pvt Ltd.

Pursued a Bachelor of Technology in Computer Science, gaining a strong foundation in software engineering principles and practices.