Bayesian Monk

About

Data Scientist @ Atlassian | Ex-Management Consultant @ BCG | Seattle, WA

I'm Gaurav. Born in Varanasi, I learned early that existence is cumulative - we build upon the past to navigate the future. I bring this philosophy to AI: bridging the gap between data and wisdom.

Currently, I architect data solutions at Atlassian, helping teams turn uncertainty into clarity. Previously, I solved high-level strategic problems as a Management Consultant at BCG.

My work sits at the intersection of Algorithmic Precision and Strategic Clarity. I don't just optimize models; I architect resilient systems that turn raw data into decisive action. I am a Navigator for the age of intelligence.

Gaurav

Skills

The Engine

Applied AI

  • LLMs & RAG Architectures
  • MLOps & Cloud Native
  • Advanced Python & API Design
  • Stochastic Optimization & Simulation

The Framework

System Design

  • Agentic Workflows
  • Scalable System Design
  • Bayesian & Causal Inference
  • Model Evaluation & Observability

The Interface

Strategy

  • Technical Strategy
  • Product-Data Fit
  • Stakeholder Management
  • Technical Leadership

Open Channels