Vipinkumar Tiwari

Chief of Staff

Bengaluru, Karnataka, India11 yrs 10 mos experience
Highly StableAI Enabled

Key Highlights

  • Built SnowOptix, an AI-powered data reliability solution.
  • Founded Atlassian's Data Lake, generating over $20M revenue.
  • Scaled RedMart's platform for high concurrency with 99.99% uptime.
Stackforce AI infers this person is a SaaS and E-commerce expert with a focus on data infrastructure and optimization.

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Skills

Core Skills

EntrepreneurshipAi AgentsInfrastructure DesignProduct InnovationScalable ArchitectureTechnology Advisory

Other Skills

First PrinciplesCloud Security

About

Data teams waste thousands of hours troubleshooting pipeline failures and performance issues. 70% of companies struggle with unreliable data pipelines, while monitoring solutions create alert fatigue and require months of manual work to implement quality checks. ๐—œ'๐—บ ๐˜€๐—ผ๐—น๐˜ƒ๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ถ๐˜€. As CTO at Luminik, I'm building SnowOptix - an AI-powered on-call platform that runs natively inside Snowflake. Our solution automatically identifies root causes of data issues and provides actionable recommendations that cut query costs by 60%, reduce troubleshooting time by 85%, and ensure data reliability without moving sensitive information outside your environment. Unlike traditional monitoring tools, SnowOptix runs completely within your Snowflake environment using Snowpark Container Services - ensuring zero data movement, enterprise-grade security, and immediate implementation without complex setup. ============== ๐— ๐˜† ๐—ท๐—ผ๐˜‚๐—ฟ๐—ป๐—ฒ๐˜† ๐Ÿ‘‡ - 2024: Building SnowOptix, a Snowflake-native AI app that automatically resolves data SRE incidents and proactively detects optimization opportunities - 2019-2023: Founded Atlassian's Data Lake (12PB+ scale), generating $20M+ revenue through new data products - 2017-2019: Led Redmart's platform scaling to handle 100K events/sec with 99.99% uptime - 2015-2017: Built data crawler analyzing over 100M SKUs scraped daily for CommerceIQ, cutting infrastructure costs by $220K - 2014-2015: Led digitization of government portal serving 1M+ users, reducing processing time from 2 weeks to 24 hours ============== ๐—ช๐—ต๐˜† ๐—ฑ๐—ผ ๐—œ ๐—ฑ๐—ผ ๐˜๐—ต๐—ถ๐˜€? Throughout my career building large-scale distributed systems and data platforms, I've seen firsthand how operational inefficiencies drain resources and delay critical business decisions. Data is always an afterthought and it results in data engineers getting swamped with fixing irregularities. Data engineers are always stretched thin between multiple tools and the changing nature of data itself. ============== ๐—•๐—ฒ๐˜†๐—ผ๐—ป๐—ฑ ๐—ฐ๐—ผ๐—ฑ๐—ฒ - I'm responsible for street dogs across a 10km radius, arranging food and medical care for these vulnerable animals - I have held leadership roles in community service, including President of Rotaract club at school and NGO work with Pryaas during university - I'm passionate about teaching and mentoring - both in professional settings where I've guided 70+ engineers, and through educational initiatives for students ๐—Ÿ๐—ฒ๐˜'๐˜€ ๐˜๐—ฟ๐—ฎ๐—ป๐˜€๐—ณ๐—ผ๐—ฟ๐—บ ๐—ต๐—ผ๐˜„ ๐˜†๐—ผ๐˜‚๐—ฟ ๐—ฑ๐—ฎ๐˜๐—ฎ ๐˜๐—ฒ๐—ฎ๐—บ ๐—ผ๐—ฝ๐—ฒ๐—ฟ๐—ฎ๐˜๐—ฒ๐˜€.

Experience

11 yrs 10 mos
Total Experience
2 yrs 2 mos
Average Tenure
8 mos
Current Experience

Swiggy

Chief of Staff to CTO โ€” Director, Engineering

Sep 2025 โ€“ Present ยท 8 mos ยท Bengaluru, Karnataka, India ยท On-site

Snowoptix

Cofounder & CTO

Jan 2024 โ€“ May 2025 ยท 1 yr 4 mos ยท Delaware, United States ยท Remote

  • SnowOptix is a Snowflake-native AI-powered on-call assistant that proactively detects, diagnoses, and resolves query performance issues, warehouse inefficiencies, and cost spikesโ€”without moving data outside Snowflake.
First PrinciplesEntrepreneurshipAI Agents

Atlassian

Data Engineering - Platform

Nov 2019 โ€“ Dec 2023 ยท 4 yrs 1 mo ยท Bangalore

  • Founding engineer of Atlassian's Data Lake, scaling to 12PB+ while generating $20M+ revenue and enabling 1K+ data scientists with self-service analytics.
  • Built Spark pipelines processing 39M records/micro-batch at 29k records/sec
  • Delivered <200ms queries at 12PB+ scale using Medallion Architecture
  • Caught 97% anomalies pre-production with dbt data quality checks
  • Reduced incident resolution time from 48 hours to 2 hours
  • Cut query costs by 40% using Delta table optimizations
  • Reduced time to gain insights from data by 85%
Infrastructure designTechnology AdvisoryScalable ArchitectureProduct InnovationCloud Security

Redmart

Sr. Software Engineer - Full Stack

Sep 2017 โ€“ Nov 2019 ยท 2 yrs 2 mos ยท Bangalore

  • Scaled Redmart's e-grocery platform to process 100K events/sec and handle 10K+ concurrent users with zero downtime, supporting 3x peak order volume.
  • Implemented exactly-once delivery across 35+ services reducing 95% invoice errors
  • Improved delivery time by 40% with real-time tracking system (1K+ agents)
  • Cut payment failures from 3% to 0.01% using circuit breakers and fallbacks
  • Sustained 1M daily transactions with 99.99% uptime
  • Reduced latency from 300ms to 45ms, preventing $50K/day in lost sales
Infrastructure designTechnology AdvisoryScalable ArchitectureProduct InnovationCloud Security

Boomerang commerce

Software Development Engineer

Dec 2015 โ€“ Aug 2017 ยท 1 yr 8 mos

  • Built a scalable data crawler analyzing 100M+ SKUs daily for 20+ major retailers including Fortune 500 companies, driving e-commerce pricing insights while cutting infrastructure costs by $220K through optimization.
  • Scaled EMR platform with auto-scaling for 100M+ price points processing
  • Boosted query speed 10x using materialized views and workload management
  • Improved crawler success rate by 85% for 3x peak data loads
  • Reduced security incidents by 90% with IDS/IPS implementation
  • Optimized resource fleets with SPOT instances for cost efficiency
Infrastructure designTechnology AdvisoryScalable ArchitectureCloud Security

Deloitte u.s. india offices

Business Technology Analyst

Jan 2014 โ€“ Dec 2015 ยท 1 yr 11 mos ยท Bengaluru Area, India

  • Led digitization of government portal serving 1M+ users, reducing form processing time from 2 weeks to 24 hours and saving $3.7M in operational costs while maintaining zero security incidents.
  • Cut front-end development time by 40% through reusable components
  • Reduced response time by 60% with Redis-based caching
  • Improved data accuracy by 75% through automated mapping
  • Achieved 80% code coverage while reducing QA cycles by 50%
  • Maintained perfect security record across 1M+ monthly transactions
Technology Advisory

Education

Visvesvaraya National Institute of Technology

Bachelor of Technology (B.Tech.) โ€” Electronics and Communications Engineering

Jan 2009 โ€“ Jan 2013

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