Sriman Kolachalam
Product at TikTok
- Role
- Senior Product Manager at TikTok
- Location
- New York, NY, US
- LinkedIn followers
- 500 followers
Experience
Senior Product Manager
Oct 2023 — Present
Drove product growth for critical features (e.g, Camera/Voice DM) by defining the US Messaging Safety strategy, enabling a 38% increase in Group Chat and 6.1% growth in 1:1 DM penetration while ensuring platform safety- Designed and executed a cross-functional model optimization program with Data Science and Engineering to enhance proactive detection of harmful content, increasing model recall by 95% and reducing the overall violation rate by 21%- Spearheaded the integration of LLMs to innovate proactive and reactive moderation strategies, projected to reduce harmful content by X% and save $Y in human resource costs (in progress)- Architected a specialized, high-stakes moderation workflow for the 2024 US Elections to proactively prevent PR/GR escalations, successfully achieving 0% incorrect enforcement on high-profile accounts (e.g, presidential candidates)- Led the global launch of a proactive Child Sexual Abuse Material (CSAM) moderation pipeline, improving NCMEC report rate by 17% while reducing leakage by 39%- Scaled automated account enforcement systems to efficiently combat repeat offenders, increasing the daily average ban rate by +480%- Selected by TikTok to present the company’s CSAM moderation strategy to law enforcement, researchers, and policy experts at the Dallas Crimes Against Children Conference.
Education
UC Santa Barbara
Bachelor’s Degree, Economics and Mathematics
2013 — 2017
Carnegie Mellon University - Heinz College of Information Systems and Public Policy
Master of Science - MS, Public Policy and Management - Data Analytics
2018 — 2020
UC Santa Barbara
Bachelor’s Degree, Environmental Studies
2013 — 2017
Skills
- Analysis
- R
- Hyperion
- Technical Writing
- Microsoft Office
- Powerpoint
- Microsoft Excel
- Teamwork
- Essbase
- Problem Solving
- Critical Thinking
- Quantitative Research
- Python
- Hubspot
- Data Analysis
- Squarespace
- Stata
- Google Analytics
- Dear Inventory Management Systems
- Econometrics
- Good with Numbers
- Shopify
- Tableau
- Eviews
- Interpersonal Skills
- Financial Analysis
- Sql
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