Udit Manav
Machine Learning Engineer @ Walmart | Production ML & MLOps | Building Scalable ML Systems
- Role
- Senior Data Scientist (Mle) at Walmart Global Tech India
- Location
- New Delhi, DL, IN
- LinkedIn followers
- 500 followers
About Udit Manav
With nearly 6 years of experience spanning retail giants, tech leaders, and innovative startups, I bridge the gap between cutting-edge ML research and real-world business impact. Currently at Walmart\'s Last Mile Delivery team, I\'m scaling model deployments and orchestrating data pipelines that optimize delivery operations for millions of customers daily.What I bring to the team:Technical Excellence: I architect end-to-end ML pipelines - from data processing and model development to scaled deployment and monitoring. My toolkit spans TensorFlow, PyTorch, MLflow, and cloud platforms (AWS), with hands-on expertise in computer vision, NLP, LLMs, and production optimization techniques like quantization and pruning.Business-Driven Problem Solving: I don\'t just build models; I deliver measurable outcomes. Whether it\'s orchestrating data and training pipelines for last-mile delivery optimization at Walmart, reducing manual effort by 40-50% through automated thermal anomaly detection at SenseHawk, or protecting millions of Samsung users from phishing attacks with on-device ML. I focus on solutions that drive real business value.Cross-Functional Leadership: I excel at translating complex technical concepts for stakeholders, building scalable data workflows that minimize human intervention, and creating systems designed for production. My experience spans feature engineering, model explainability, drift monitoring, MLOps best practices, and creating intuitive dashboards that empower decision-makers.Continuous Innovation: From fine-tuning LLMs for edge deployment to implementing CI/CD pipelines for automated model deployment, I stay ahead of the curve while maintaining focus on practical, production-ready solutions that scale.Open to connecting with professionals building AI solutions that combine technical rigor with strategic business impact.
Experience
Senior Data Scientist (Mle)
Oct 2025 — Present · Bengaluru, IN
Education
National Institute of Technology Delhi
Master of Technology - MTech, Computer Science
Guru Gobind Singh Indraprastha University
Bachelor of Technology - BTech, Information Technology
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