---
title: "Utkarsh Dixit - Director of Engineering in Bengaluru | Tal"
description: "Meet Utkarsh Dixit, Senior Engineering Manager | 12+ years experience | AI Platforms | Cloud Infrastructure | DevOps Transformation | Platform Engineering | FinOps Optimization | Scalable Systems based in Bengaluru. AI stack includes claude code, cursor, and github copilot."
image: "https://tal.club/meet/utkarsh-dixit-3/share-image"
---

# Utkarsh Dixit on Tal

## Headline

Senior Engineering Manager \| 12\+ years experience \| AI Platforms \| Cloud Infrastructure \| DevOps Transformation \| Platform Engineering \| FinOps Optimization \| Scalable Systems

## About

With over 12 years of experience in data platforms, cloud infrastructure, and AI systems, I specialize in building scalable, production\-grade, and cost\-efficient architectures\. As Senior Engineering Manager at TELUS Digital AI Data Solutions, I lead platform engineering and data infrastructure initiatives that support over $400M in ARR, with a focus on incident response, scalable architecture, and graph embeddings\. My current work centers on architecting ETL pipelines, advancing MLOps platforms for LLM workloads, and optimizing multi\-cloud infrastructure using Kubernetes and Terraform\. Through collaborative leadership, I have driven DevOps transformations, enhanced deployment efficiency, and contributed to significant cost reductions\. Passionate about AI and distributed systems, I am dedicated to enabling innovative solutions that power real\-world applications at scale\.

## Location

Bengaluru

## AI stack

claude code

cursor

github copilot

hugging face

langchain

vLLM

## Work experience

Director of Engineering at ZAVO, May 2026 \- Present · 5 mo, Bengaluru

Senior Engineering Manager at TELUS Digital AI Data Solutions, Jan 2025 \- Present · 1 yr 10 mos, Bengaluru, Leading platform engineering and data infrastructure initiatives supporting $400M\+ ARR\. 𝗞𝗲𝘆 𝗔𝗰𝗰𝗼𝗺𝗽𝗹𝗶𝘀𝗵𝗺𝗲𝗻𝘁𝘀: 🏗️ Built data engineering team from 0→7 engineers, establishing function for first time \- Architected ETL pipelines processing 500M\+ daily records \- Reduced data latency from 4 hours to 15 minutes \- Tech: Apache Beam, Dataflow, BigQuery, Kafka 💰 Implemented FinOps framework reducing GCP spend 28% \($1\.8M annually\) \- Automated cost attribution across 40\+ projects \- Built real\-time chargeback reporting dashboards \- Established culture of cost awareness 🚀 Led DevOps transformation across 150\+ engineers \- Increased deployment frequency: weekly → daily \- Reduced MTTR by 65% \- Achieved 99\.9% SLA across critical services 🛠️ Built Internal Developer Platform \(IDP\) \- Reduced service onboarding: 1 week → 2 days \- Improved developer satisfaction 45% \- Improved developer productivity 30% \- Self\-service infrastructure provisioning 📊 Presented quarterly roadmaps to C\-suite \- Secured $2M infrastructure investment \- Aligned technical priorities with business goals \- Developed 18\-month platform engineering strategy 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸: GCP, Kubernetes, Terraform, Apache Beam, Dataflow, BigQuery, Grafana, Prometheus, Datadog

Software Engineering Manager at TELUS Digital AI Data Solutions, Jan 2024 \- Dec 2024 · 1 yr, Bengaluru, Led AI/ML platform development and multi\-cloud infrastructure for LLM\-based products\. 𝗞𝗲𝘆 𝗔𝗰𝗰𝗼𝗺𝗽𝗹𝗶𝘀𝗵𝗺𝗲𝗻𝘁𝘀: 🤖 Built MLOps platform supporting 50\+ LLM models \- Serving 2M\+ daily inference requests \- Achieved 99\.95% uptime \- Implemented model monitoring and governance ⚡ Optimized GPU infrastructure \- Improved utilization: 45% → 82% \- Reduced inference costs $180K quarterly \- Implemented autoscaling and GPU time\-slicing \- Tech: EKS, Karpenter, NVIDIA GPUs ☁️ Engineered multi\-account AWS architecture \- Reduced provisioning time 60% \(5 days → 2 days\) \- Achieved 32% cost savings \($2\.4M annually\) \- Built automated resource tagging and governance \- Tech: Terraform, AWS Organizations, Control Tower 📊 Built FinOps monitoring framework \- Real\-time visibility into $8M\+ annual cloud spend \- Automated chargeback reporting across 60\+ services \- Cost\-per\-service attribution 🔐 Architected secure multi\-cloud data transfer \- Migrated 800TB\+ with zero downtime \- Supported $10\-15M ARR initiative \- Maintained SOC2/GDPR compliance \- Tech: AWS DataSync, VPC Peering 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸: AWS, EKS, Terraform, Karpenter, MLflow, Kubernetes, Docker, Prometheus, Grafana

Staff Engineer at TELUS Digital AI Data Solutions, May 2023 \- Dec 2023 · 8 mos, TELUS Digital AI Data Solutions specializes in innovative AI and data solutions

Lead Software Engineer in Test at Walmart Global Tech India, Feb 2021 \- May 2023 · 2 yrs 4 mos, Bangalore Urban, Karnataka, India, Led quality engineering for ASDA UK's core e\-commerce systems serving 15M\+ customers\. 𝗞𝗲𝘆 𝗔𝗰𝗰𝗼𝗺𝗽𝗹𝗶𝘀𝗵𝗺𝗲𝗻𝘁𝘀: 🛒 Maintained 99\.9% availability for critical systems \- Led team of 5 engineers \- Catalogue and Inventory/Pricing systems \- Real\-time inventory accuracy improvements 📊 Built large\-scale data pipelines \- Kafka/Spark processing 10M\+ product updates daily \- Reduced processing time by 65% \- Improved inventory accuracy by 30% 🧪 Created "Test Data as a Service" platform \- Reduced QA setup: 8 hours → 20 minutes \- Spring Boot microservice architecture \- Self\-service test data generation for 50\+ teams ✅ Developed comprehensive API automation \- 500\+ endpoints, 85% code coverage \- Integrated into CI/CD pipelines \- Caught 70% of defects pre\-production 𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸: Kafka, Apache Spark, Spring Boot, REST Assured, Jenkins, PostgreSQL

Senior Software Development Engineer In Test at TELUS Digital AI Data Solutions \(Former Playment\), Dec 2017 \- Feb 2021 · 3 yrs 3 mos, Bengaluru Area, India, Playment provides high\-quality human\-curated training data for computer vision applications \(primary focus on self\-driving car companies\)\. It also provides human\-powered training for machines to be able to see, think and make decisions like humans\.

Senior Quality Assurance Engineer at Gaana, Dec 2016 \- Dec 2017 · 1 yr 1 mo, Noida Area, India, Gaana is a commercial music streaming service company\. Worked on various projects like Gaana Search, Recommendation system, and Gaana Social\. Got hands\-on experience in API automation\.

Senior Quality Assurance Engineer at Info Edge India Ltd, Apr 2014 \- Dec 2016 · 2 yrs 9 mos, Noida Area, India, 99Acres is an Indian real estate database website\. Worked on many complex web\-based projects and got hands\-on experience in UI Automation \(Selenium\)

## Education

Executive PG in Cloud Computing and DevOps, DevOps, Indian Institute of Technology, Roorkee

Bachelor of Technology, Information Technology, Ajay Kumar Garg Engineering College

[View the original profile](https://tal.club/meet/utkarsh-dixit-3)

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