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Shanmukha Koganti - AI/ML Engineer in Bay Area, CA

Shanmukha Koganti

Mid-level AI/ML Engineer specializing in recommender systems and edge computer vision

ShopifyUniversity of North TexasBay Area, CA6 Years ExperienceMid Level

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About

ML/AI engineer with production experience at Shopify and Intel, building a deep learning product ranking system that lifted add-to-cart ~14% and serving real-time similarity search via FAISS+Redis under <20ms latency at massive scale. Also deployed computer vision models to 100+ retail edge locations using Docker/Ansible/k3s with zero-downtime rollouts, and applies strong MLOps practices (A/B testing, canary/shadow, observability) plus performance optimization (OpenVINO, INT8).

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Key Strengths

  • Delivered ~14% lift in add-to-cart rate via personalized product ranking at Shopify
  • Built and served real-time vector retrieval (FAISS + Redis) achieving <20ms latency at scale (millions of visits)
  • Scaled deployment of CV models to 100+ retail store edge locations with zero-downtime rollout automation (Docker/Ansible/k3s)
  • Strong MLOps rigor: A/B testing, canary/shadow releases, and production observability (Prometheus/Grafana)
  • Performance optimization expertise (OpenVINO, INT8 quantization) cutting latency ~45%
  • Effective cross-functional collaboration translating model behavior/metrics into business KPIs and fairness considerations

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Experience

AI/ML EngineerShopify · Dec 2023 – Present
Machine Learning EngineerIntel · Jan 2019 – Jun 2022

Education

University of North Texasmaster, Computer Science

Skills

A/B TestingAgileAnsibleApache KafkaApache SparkAWSBashBERTBitbucketCC++CI/CDCode ReviewsConfluenceDistributed Systems

Languages

English

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Connect with Shanmukha

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Typically responds within 24 hours

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Shanmukha KogantiMid-level AI/ML Engineer specializing in recommender systems and edge computer vision