pavan mannem

Chalk

Founder

Jun 2025 — Present

Built and launched a web-based sports prediction tracking platform from the ground up. Leveraged AI LLMs and autonomous agents to parse and validate free-text sports predictions in real time.

CloudKitchens

Strategy & Analytics Lead

Sep 2023 — Present

Led go-to-market strategy and pricing optimization for a SaaS startup building next-generation POS systems for modern restaurants. Spearheaded local market expansion initiatives and developed data-driven pricing models to support strategic growth.

Synthesis

Data Scientist

Jan 2022 — Sep 2023

Built machine learning models for audience segmentation at a consulting agency specializing in social media analytics for entertainment companies. Developed clustering algorithms using Twitter network data to support Netflix's content targeting and marketing strategies.

AT&T

Data Scientist

Mar 2021 — Jan 2022

Optimized data infrastructure and analytics systems for one of America's largest telecommunications companies. Built live monitoring dashboards and led the migration of large-scale GIS analytics pipelines to cloud-based solutions.