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Sanchit Tanwar

@sanchittanwar

I'm building AI-native developer platforms, agentic systems, and high-scale services that improve engineering productivity.

India

Message

At Atlassian, I'm building RovoDev and AI Foundations infrastructure, including ML pipelines that analyze 50,000+ agentic conversations daily and a RAG pipeline that cut latency from 5 seconds to under 1 second.

I've led agentic evaluation, benchmarking, and AI-native SDLC work connecting Jira and Bitbucket, while helping launch Atlassian CLI and delivering a 1M-token context window to 12,000+ users in its first month. Previously, I built predictive testing that saved 2,000+ annual developer hours and $1M+ per year in infrastructure costs.

Before Atlassian, I built authentication and video-platform capabilities for Amazon miniTV at 10M DAU and payment, invoicing, and automation applications at American Express. I also teach GenAI and full-stack engineering, mentoring hundreds of learners through hands-on projects.

Experience

Work history, roles, and key accomplishments

Current

Instructor | Gen AI

Current

Airtribe

Nov 2025 - Present (10 months)

Led the upskilling of 100+ learners in Gen AI, emphasizing hands-on project work and personalized placement preparation. Led GenAI cohorts independently and took live classes maintaining a rating over 4.7/5.

GenAI Traditional ML NLP Tokenization Prompt Engineering Tools MCP RAG Pipeline LangGraph Lang Chain Langsmith AI Ops

Current

Senior SDE | AI Foundations, Dev Infra

Current

Atlassian

Apr 2025 - Present (1 year 5 months)

Created ML pipeline to run experiments and extract insights from 50000+ agentic conversations daily. Designed an Auto-Skill Builder and Harness for custom agents, featuring a curated Skills Marketplace and an automated pipeline to extract personalized skills from real-time agentic conversations.

ML Pipelines Agentic Conversations Auto Skill Builder Harness Skills Marketplace RAG Pipeline Qdrant Pgvector Context Engineering Semantic Search Agentic Evals Benchmarking Jira Bitbucket Rovodev Session State Management Agentic Restore Repositories

Instructor | Fullstack LLD

Scaler Academy

Aug 2023 - Aug 2025 (2 years)

Educated and mentored over 500+ learners on foundational and advanced web technologies, fostering growth through hands-on projects and personalized guidance for placements. Led fullstack batches independently and took live classes maintaining a rating over 4.9/5.

Fullstack Development React Redux NodeJS MongoDB End To End Testing Deployment Curriculum Design Mentorship Mock Interviews

SDE 2 | AI Foundations, Dev Infra

Atlassian

Jan 2024 - Mar 2025 (1 year 2 months)

Pioneered ML-driven Predictive Testing, achieving a 40% test skip rate with 99%+ recall. Owned the end-to-end MLOps lifecycle, automating data ingestion, labeling, and deployment while establishing robust observability for real-time CI build health and model performance.

ML Driven Predictive Testing MLOps Data Ingestion Labeling Deployment Observability CI CD Model Performance

SDE 2 | Jira Service Management

Atlassian

Jul 2022 - Dec 2023 (1 year 5 months)

Architected a high-throughput (2000 RPS) status management service, reducing daily support volume by 50 tickets and saving 25 man-hours daily. Developed a multi-inbox integration backend, streamlining project overhead and increasing agent efficiency by 2.5x.

High Throughput Systems Status Management Multi Inbox Integration Backend Development Agent Efficiency

SDE 1

Amazon

Feb 2021 - Jul 2022 (1 year 5 months)

Designed and deployed a cross-platform authentication service for miniTV, managing 10M DAU. Enhanced customer engagement by implementing social sharing features, resulting in a 15% increase in user-generated traffic.

Authentication Cross Platform Development Social Sharing Experiences Video Player Optimization Account Deletion Ingress Egress URL Migrations Android iOS MWeb

Engineer III

American Express

Jul 2019 - Feb 2021 (1 year 7 months)

Developed key applications supporting the Global Business Services (GBS) vertical, including payment gateway systems and invoicing automation tools, reducing manual work by 30 minutes daily. Pioneered automation solutions such as custom chatbots for user queries and reporting frameworks, improving efficiency and saving 5+ hours per week for support teams.

Payment Gateways Invoice Automation Chatbot Reporting Frameworks Onboarding Platform