shoppin' - Founding ML Engineer (AI/Infra)

Duration: Dec 2024 - Nov 2025
Role: Founding ML Engineer (AI/Infra)
Website: shoppin.app

Overview

Founding Machine Learning and Infrastructure engineer leading high-performance AI implementations and scalable cloud infrastructure for shoppin' — USAR Commerce Technologies.

Key Accomplishments

Multimodal AI: Developed scalable ML pipelines (3-4 crore items). Deployed CLIP/VLLM systems for search & recs. Led end-to-end visual AI stack (YOLO, RT-DETR, MaskRCNN, Diffusion-based VTON).
Scalable Infra: Built distributed image/video preprocessing pipelines. Dockerized and served models on AWS SageMaker.
Backend & Automation: Designed CRUD APIs, integrated Redis/Alembic. Created high-throughput scraping agents for 200+ partner stores.
Cloud & DevOps: Architected AWS EKS clusters with GitOps (Terraform, CI/CD). Enabled disaster recovery setups.

Level Progression Timeline (Dec '24 - Nov '25)

Note: Levels represent Technical Complexity & Architectural Responsibility

Dec '24 (Level 3) // Multimodal AI
Started as Intern. Engineered CLIP/VLLM systems for visual search & recommendations.
Apr '25 (Level 4) // Backend APIs
Authored robust CRUD API patterns and implemented solid backend designs.
May '25 (Level 5) // Aesthetic Agents
Classified store catalogs utilizing human aesthetic parameters and integrated high-speed Redis caching.
Jul '25 (Level 6) // Internal Tools
Created administrative tools, developer dashboards, and led on-call system reliability support.
Aug '25 (Level 7) // Order Agents
Designed automated Shopify order placement triggers and automated transactional workflows.
Sep '25 (Level 8) // Scale & Rancher
Expanded Rancher orchestration clusters and deployed 200+ store scraper agents.
Nov '25 (Level 10) // Microservices
Architected and delivered event-driven distributed microservices using SQS/DLQ queues.

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