Currently building Pome Health.I am an experienced engineering leader and professional with experience in startups, enterprise, and starting and operating a small business.Some things I've worked on and made in my software career are:- RL research to help simulated robots play soccer better- ML model conversions between frameworks (TF, Pytorch, etc)- Architect and led development of multiple enterprise data analytics and warehousing platforms- Built custom DSP library in C with Python wrapper- Custom audio recognition ML (keyword -> spectrogram -> CNN)- Built a real time style transfer tool for a class project- Graduate level work in probability and game theory
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FounderPome Health May 2024 - PresentHelping people live longer and healthier -
Cloud And Software ConsultantAtlas Consulting Nov 2021 - Feb 2024I help companies better utilize GCP, provide data, ml, security, and infrastructure strategy, and coach technical employees through my consulting firm Atlas Consulting. https://www.atlasconsulting.io/
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Principal Engineer / Cloud ArchitectEgen Jun 2020 - Aug 2023Naperville, Il, Us- Led multiple 7 figure high profile state-wide COVID projects, including iOS, Android, and web applications.- Worked with multiple public sector stakeholders to convert requirements to developed features- Oversaw senior developers, conducting team retrospectives and assisting with code review, testing, documentation- Worked with state governments to configure and roll out GCP to the entire organization- Conducted cloud security reviews and administer IAM and other security features for large scale organizations- Led multiple state wide projects to combine data resources from different departments allowing for advanced BI and data analytics -
Data EngineerEgen Nov 2019 - Jun 2020Naperville, Il, UsAirflow, ETL, cloud architecture, infrastructure, enterprise cloud deployment, IAM and security, and build automation -
Principal Machine Learning EngineerAsteroid Technologies Aug 2018 - Aug 2019San Francisco, California, Us- As head of machine learning for a venture-backed startup,designed and completed multiple high impact projects such as anautomated voice recognition (AVR) system and brain computer interface (BCI)- Built digital signal processing library in C- Designed and developed internal framework to handle compression and conversion of deep learning models from Caffe, TF, and PyTorch to CoreML- Developed a CNN based video search feature that was deployed in the company’s iOS app. -
Data Science InternWalmart Technology May 2018 - Aug 2018Bentonville, Arkansas, Us- Assisted a team with ingestion of over 16 million emails for document search and retrieval- Implemented tutorials and documentation for future data scientists working with TensorFlow and Spark on the Azure DataBricks platform- Researched clustering documents and words via state-of-the-art document topic modeling- Built a Neo4j database representing 16 million emails as individual email threads -
Undergraduate Research AssistantLearning Agents Research Group Jan 2018 - Jun 2018I researched, implemented, and improved state of the art genetic and evolutionary algorithms via the UT Computer Science Department’s distributed computing cluster to improve skills for simulated soccer playing robots.
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Technical Team Lead512 Hyperloop, University Of Texas At Austin Sep 2016 - Aug 2017512 Hyperloop is a student organization that competed in the national competition sponsored by SpaceX in August 2017. I led the frame and structures team, overseeing a team of fifteen undergraduates through research, design, and manufacturing.• Led 15 undergraduates from R&D to assembly, managing $40,000 budget and preserving deadlines• Coordinated logistics of the pod and team to Los Angeles for international competition• Researched electromagnetic levitation, DFA methods, vacuum safe power systems, control theory, and embedded system design options• Organized and led team-wide safety, tool use, and machine shop training sessions• Designed and fabricated over 50 mechanical parts at on-campus machine shop• Coordinated outsourcing of extensive manufacturing pipeline with third partyAfter completing construction, we represented the University of Texas at Austin at the final competition in Los Angeles, as one of twenty four teams that were selected.
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BartenderClyde'S Restaurant Group Sep 2013 - Dec 2014Washington, Dc, UsManaged bar responsibilities for the largest DC-Metro based restaurant chain; promoted communication and morale among team members in a high stress environment. Prepared large volumes of customized craft cocktails for a 247 seat restaurant. -
BartenderNicks Riverside Grill Mar 2010 - Jul 2014Balanced dual responsibilities of an indoor and outdoor bar, managing sales of $3,000 or more per bartender during peak hours. Mixed beverages, directed staff, and managed security issues.
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Owner/ Auto Repair TechnicianJohn'S Auto Repair Sep 2009 - May 2014• Started and maintained business, growing to over 150 customers over a five-year period• Increased sales 40% year over year• Maintained accounting, sales, and parts sourcing systems and employed two part-time technicians• Designed and completed $25,000 fiberglass and mechanical restoration of 1985 Chevrolet Corvette• Diagnosed and repaired hundreds of vehicles, including circuits, sensors, computer systems, braking systems, and hydraulic systems• Sourced extensive tool set to meet business needs, including standard shop equipment as well as various specialized pullers, electronics diagnosis equipment, and fabrication tools• Completed customized jobs to meet specialized customer needs for classic cars and racing applications
John Sigmon Skills
John Sigmon Education Details
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The University Of Texas At AustinElectrical Engineering
Frequently Asked Questions about John Sigmon
What company does John Sigmon work for?
John Sigmon works for Pome Health
What is John Sigmon's role at the current company?
John Sigmon's current role is Founder.
What schools did John Sigmon attend?
John Sigmon attended The University Of Texas At Austin.
What are some of John Sigmon's interests?
John Sigmon has interest in Science And Technology, Education, Environment, Health.
What skills is John Sigmon known for?
John Sigmon has skills like Customer Service, Management, Public Speaking, Leadership, Business Strategy, Strategic Planning, C++, Embedded Systems, Data Science, Machine Learning, Deep Learning, Python.
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