4+ Years Building Production Systems

ANKIT
AGARWAL

Senior Software Engineer

Full Stack Engineer

Who I Am

About

Hey, I'm Ankit

I'm a Senior Software Engineer at Cimpress India with 4+ years of building production systems that actually matter — from designing end-to-end Cloudinary DAM architectures processing millions of assets, to engineering Algolia search optimisations that cut network requests by 50%.

Most of my day-to-day is full-stack engineering — TypeScript, Java, Node.js, and AWS. But I like exploring outside my lane. I've built 60fps 3D product visualisers with Three.js, LLM-powered recommendation engines, Whisper AI real-time call transcribers, and a few mobile apps on the side.

When I'm not writing code, I'm probably working on a side project, writing on Medium, or learning something new because I genuinely can't help it.

0+Years Experience
0+Projects Shipped
0M+Assets Processed
0%Network Optimised
Location

Surat, Gujarat, India

Working remotely

Status

Building cool stuff

Tech Stack
JavaScriptTypeScriptNode.jsJavaPythonExpress.jsPostgreSQLAWSDockerThree.jsFramer MotionMagnolia CMSAlgoliaCloudinaryAI/MLLLMsRAGVector DBChatbotsRecommendation Systems
Career Path

Experience

Senior Software Engineer

Jul 2023Present
  • Complete Product Migration & Algolia Ownership: Owned the complete product migration, redesigning the Product Listing Page (PLP) and Algolia index. Handled a dynamic number of product cards and reduced Algolia daily requests by 50% (from 700k to 320k).
  • LLM Recommendation Engine: Architected a runtime-pluggable LLM-based product recommendation system with hot-swappable strategies, driving personalized experiences.
  • Image Retouch Agent: Developed an automated AI image retouching pipeline to ensure brand-consistent visuals across millions of product assets at scale.
  • V2 DAM Architecture (PAM): Designed and implemented the complete end-to-end flow for a new Digital Asset Management API integrated with Cloudinary.
  • AI & Automation POCs: Built multiple AI initiatives including Whisper AI call transcriptions with LLM processing, dominant color extraction, invoice data extraction (Bill-to-Order), and a RAG-based chatbot for FAQs.
  • E-commerce UI/UX: Enhanced the PDP with embedded product videos yielding a 23% increase in conversion, and implemented a dynamic quantity slider to drastically improve user experience on product pages.
  • 3D Customisation: Created a 60fps 3D customisable product model POC with real-time text and logo placement, zoom, and rotation support.
ReactTypeScriptNode.jsAI/MLThree.jsCloudinaryAlgoliaAWS

Software Engineer

Aug 2021Jun 2023
  • Performance Optimisation: Reduced DOM size by 41% by migrating mobile navigation to client-side, significantly improving page load times and Largest Contentful Paint (LCP) scores.
  • Third-party Integrations: Implemented client-side Hotjar loading to cut Total Blocking Time by 33%, and integrated Trustpilot and a Landbot.io chatbot to improve customer support visibility.
  • Security Enhancements: Developed a secure API for the CTRecs-Wrapper from scratch, eliminating the need to expose client credentials and mitigating vulnerabilities.
JavaScriptReactNode.jsMagnolia CMSPerformance OptimizationWeb Vitals

Software Engineering Intern

Jun 2020Jun 2020
  • Completed the Software Engineering Virtual Experience program.
Software Engineering

DSC Core Committee Member

Developers Student Club RNSITcommunity
Aug 2020Jul 2021
  • Spearheaded organisation of online tech events and presented as a speaker at web development workshops.
Public SpeakingWeb DevelopmentEvent Organisation

Founder & Lead

BigOself-employed
Aug 2020Jun 2021
  • Founded a coding community at college, creating a collaborative environment for students to learn and grow their programming skills.
LeadershipCommunity BuildingTeamwork
Portfolio

Selected Work

A mix of company projects, innovation experiments, and personal builds.

Company — Core
2026

Image Retouch Agent

Automated AI image retouching pipeline ensuring brand-consistent visuals across millions of product images.

Computer Vision / AI
Company — Innovation
2026

BRAIN

A policy-driven recommendation architecture where business strategies are injected at runtime, using LLMs as decision-layer controllers.

AI / ML
Personal
2026

Portfolio

Personal portfolio website built with Next.js, Framer Motion, and Three.js — the site you're viewing right now.

Web Development
Personal
2026

Zen Focus 3D

Android app combining 3D visuals with focus timer — a vibecoded productivity experience.

Mobile / Android
Company — Core🏆 High Ownership Award
2025

Marketing Cards Platform

Fully customisable marketing card system on PLP pages — custom Magnolia CMS app, Java actions, scheduling, and flexible card types.

E-Commerce / CMS
Company — Core
2025

PAM

Complete product asset management system built from scratch — centralised hub for all product assets.

SaaS / Internal Tools
Company — Innovation
2025

3D Product Visualiser

Real-time customisable 3D product models on website for quick view pages — interactive product exploration.

3D / WebGL
Company — Innovation
2025

Whisper AI POC

Proof of concept for accurately converting call recordings into text using Whisper AI.

AI / Audio Processing
Company — Innovation
2025

Real-Time Call Transcription

Extended transcription capabilities to process real-time live audio streams from ongoing calls.

AI / Audio Processing
Company — Innovation
2024

RAG Chatbot

RAG-based chatbot for FAQs — retrieval-augmented generation for accurate, context-aware customer responses.

AI / NLP
Company — Innovation
2024

LLM Order Automation

Automated order placement using LLMs — extracts order details from bills to automate legacy flow orders.

AI / Automation
Company — Innovation
2024

AI Upsell Agent

AI-based customer agent calls for upselling — intelligent conversation flows to drive revenue growth.

AI / Sales
Company — Innovation
2024

Color Intelligence

Accurate image-to-color identification and mapping based on primary color extraction and available product color options.

Computer Vision
Personal
2025

Kaida

Upcoming iOS app — details coming soon.

Mobile / iOS
Coming Soon