Mehmood Zaf
Big Data EngineerAI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Co-Founder & CTO | AI Agents for Property Management Operations
I build AI systems that operate reliably at scale. Led infrastructure and product used by 400M+ users: - Scaled My AI to 150M+ users and processing Billions of messages with LLMs, Memory, RAG and compliance - Lead AR infrastructure for Snap Spectacles - Built ML ranking and serving systems that scaled ads revenue 10× I hold multiple patents in automation and AR optimization that underpin Snap's products. Before Snap, I was a founding engineer at multiple startups, and also worked on ads systems at Quantcast and served as Principal Engineer at Digitas, building large-scale recommendation systems and platform services. Today, as Co-Founder & CTO, I'm building AI agents for proptech - applying proven internet-scale ML and infrastructure patterns to an underserved industry. If you're building infrastructure-heavy AI, applied agent systems, or next-gen proptech, happy to connect.
Harvard Extension School
Artificial Intelligence
N/A – Present
Bharathiar University
Master of Science (M.Sc.), Computer Software Engineering
N/A – Present
Daysaver
Co-Founder / CTO
July 1, 2025 – Present
Snap Inc.
Engineering Manager, Chat
February 1, 2023 – July 1, 2025
Snap Inc.
Engineering Manager, Spectacles Infra / ML
April 1, 2020 – January 1, 2023
Snap Inc.
Technical Lead, Ads Serving Infrastructure
February 1, 2017 – March 1, 2020
Quantcast
Senior Software Engineer
September 1, 2015 – February 1, 2017
San Francisco Bay Area
DigitasLBi_US
Principal Software Engineer
December 1, 2012 – August 1, 2015
JCR-Explorer
August 1, 2014 – Present
Developed and open sourced the content explorer for Apache Jackrabbit, which handles distributed content repository and has a multi server view of underlying contents.
NFL Sentiment Analysis
August 1, 2012 – September 1, 2012
An hackathon project for distributed and scalable social listening tool for chatter on Twitter that will semantically analyze tweets and provides interesting visualizations of the inferences
www.hylighter.com
February 1, 2006 – September 1, 2009
Involved in developing critical components including online collaboration modules, multiple document conversion api's, Image highlighting and optimized rendering of marked sections of the image.
Cultural Fit Analysis
The candidate's diverse experience across various domains (social media, AR, advertising, content management) and roles (individual contributor, technical lead, engineering manager, co-founder) suggests adaptability and a broad perspective. Their involvement in open-source projects (JCR-Explorer) and hackathons (NFL Sentiment Analysis) indicates a proactive, innovative, and collaborative mindset. The progression through senior roles at a major tech company like Snap Inc. and co-founding a company demonstrates ambition and a strong work ethic. The target role of Big Data Engineer aligns well with their extensive background in large-scale data processing, ML infrastructure, and system scaling.
Soft Skills & Operational Fit
The candidate's experience as an Engineering Manager and Technical Lead at Snap Inc. suggests strong leadership, team building, and project management skills. Their involvement in bootstrapping teams, expanding scope, and driving large-scale infrastructure migrations indicates a proactive and strategic operational fit. The descriptions imply a focus on operational excellence, cost efficiency, and privacy/compliance, which are critical for senior roles.