I specialize in leading AI and data science teams, guiding R&D for products. My experience spans B2B SaaS product firms, tech service companies, and deep tech startups. I've managed R&D in SaaS companies, focusing on AI-driven products. I've built and grown data science teams. Outside of my corporate role, I offer consulting for companies looking to develop AI strategies or implement AI solutions. Feel free to connect with me.
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Ai Technology ConsultantCrunch Jan 2023 - PresentIn my current role as an AI AI Technology Consultant, I leverage my extensive background in software engineering, data analysis, and machine learning to drive innovative AI strategies and solutions. -
Machine Learning EngineerGigamon Sep 2020 - Dec 2022I designed and implemented machine learning pipelines to handle medical records, using Hadoop and MySQL for big data processing, and D3.js for data visualization. Additionally, I developed advanced AI systems, employing natural language processing and traditional machine learning techniques. This included working with models like Word2Vec and XGBoost, and using technologies such as Python, Scikit-learn, and TensorFlow. -
Data AnalystWebroot Feb 2018 - Aug 2020I set up and managed a data science service line, creating a successful business model for these services. I also developed a complete guide for data science roles, including career paths, job descriptions, and training materials. Additionally, I led the creation of AI systems in areas like image recognition and language processing, using a range of methods and tools such as Python, Theano , and CUDA. -
Business AnalystKainos Aug 2015 - Jan 2018Successfully delivered annual updates for two healthcare B2B products by effectively gathering and confirming product requirements using UML and systems analysis, and communicating these to stakeholders. Identified product requirements for presale engagements with new clients, including Fortune 500 companies, achieving significant project wins. Additionally, initiated and developed a comprehensive product management competency model. -
Senior Software EngineerRicoh Europe Jan 2013 - Jul 2015As a Senior Software Engineer, I focused on developing advanced software solutions using Python and SQL, incorporating data science techniques to enhance system functionality. My responsibilities included optimizing backend architectures, managing complex databases, and leading agile teams. -
Software EngineerCunet Jan 2010 - Dec 2012Developed an automatic configuration system for Cisco routers in MPLS networks, which significantly reduced edge management efforts for a client. My role also involved conducting comprehensive requirements analysis for a service provisioning solution, using UML and system analysis frameworks to ensure accuracy and facilitate successful product delivery.
Frequently Asked Questions about Serge S.
What company does Serge S. work for?
Serge S. works for Crunch
What is Serge S.'s role at the current company?
Serge S.'s current role is AI Technology Consultant | AI and ML expertise.
What schools did Serge S. attend?
Serge S. attended Caltech.
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