Learn how a data science executive thinks about building scalable data systems at startups.
Carol Colleto
Founder Lead Engineer, Software Architect, FullStack
Experienced Lead Engineer. Passionate about Software Architecture
I'm a hands-on leader that has worked at different stage startups solving an array of architecture and team challenges. I love talking tech and love even more coaching the teams that I have worked with.
Work
Begin Machine Learning SDK for modern applications
https://begin.aiForget complex setups, build smart and fast customizations that empower your players at scale.
Proposal Software | Proposify
https://proposify.comProposal software that gives sales leaders control and visibility into the most important stage of their sales process. Try Proposify free for 14 days.
Experience
Begin AI
Founder Lead Engineer
Jan 2021 - Present
Begin AI is a platform that enables gaming studios with the opportunity to identify players' patterns and personalize content without risking their privacy through the usage of powerful Deep Neural Network algorithms. Raw data remains on the player device and only signal information is processed by Begin AI, making it a faster and easy-to-adopt solution.
- Platform architecture, develop and maintain SDKs in multiple languages, MLOPS, DevOPS
Proposify
Growth Squad Lead Engineer
Jan 2021 - Dec 2021
Proposify offers a simple, streamlined workflow using pre-approved content which allows your reps to send out winning proposals with just a few clicks
- Growth strategies, implemented Lead Time metrics and Clean Code Architecture
IQVIA
Backend Lead Engineer
Aug 2020 - Dec 2020
We help get patients to therapy quickly and intelligently. We enable and build intelligent solutions that help our stakeholders support the healthcare system by delivering financial reimbursement, patient engagement, and patient management solutions that improve health outcomes.
- Partnered with other teams to define product roadmap and lead a team with 7 developers
BDO Lixar
Technical Team Lead
Mar 2015 - Aug 2020
BDO Lixar is a premier technology solutions provider focused on serving enterprise clients through end-to-end solutions in Data and AI, Modern Workplace, Business Applications, Cybersecurity, and Digital Strategy.
- Lead a team of 12 developers, system design documentation, partnered with Product Managers to define deliverables timelines
Related Blog Posts
Fractional Focus: Unveiling the role of Data Science leadership with Scott Strong 50 CTO Interview Questions (What To Look For + Red Flags) Discover 50 interview questions to ask CTOs to assess their leadership, tech expertise, and strategic mindset. Explore ideal responses and red flags to watch out for.
Fractional Focus: Building MVPs for startups with Sam Parks Learn how a top AI/ML software engineer thinks about MVPs from his own experience as an inventor, founder, advisor, and investor to startups.
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