Michael Song Email and Phone Number
- B.S in KAIST Industrial and System Engineering- Masters in KAIST Innovation and Technology Management - AI team lead, full-stack AI Service Developer @Centroid Investment Partners- Data Scientist, Product Manager @LG Uplus- Data Scientist, optimization algorithm developer @Hyundai Steel • Implemented AI technologies and architecture for new business ventures. • Leading high-performing teams, strengthening capabilities through partnerships with academic institutions. • Experience in ML/DL model pipelines including data engineering (SQL, big Query), analyzing huge data sets, developing models, and deploying to the system.• Efficient algorithm-building skills with writing faster codes utilizing both CPU and GPU.• Executed development projects using Agile, Scrum & Waterfall methodologies; hands-on experience in managing projects, building model pipelines, and developing ML/DL models.• Domain expertise in the Primary (Steel industry) and Service industries. (Telecommunication)• A forward-thinking person with strong communication, analytical & organizational skills.- Programming Languages: Python, Java, C++, MATLAB- Library: Pytorch, Caffe2, OpenCV, Tensorflow- Database: SQL, Big Query, Oracle- Platform: Google Could, AWS - Languages: English, Korean, Hindi
Centroid Investment Partners Lc.
View- Employees:
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Portfolio Management And Ai SpecialistCentroid Investment Partners Lc.Incheon, South Korea
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Portfolio Management / Ai SpecialistCentroid Investment Partners Lc. Nov 2023 - PresentSeoul- B2B and B2C AI Service Development- AI Consulting & Solutions for Enterprise Clients
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Product Development ManagerLg Uplus Dec 2022 - Present마곡 -
Ai EngineerLg Uplus May 2021 - Dec 2022마곡1. Network Anomaly Detection System- Designed and implemented a real-time data pipeline processing network log data and built deep neural network model (CNN) to predict anomalies and classify defects.2. Recommendation: -Led designing data pipeline and developing recommendation system on Google Cloud platform with in-house AI models for LG IPTV and home shopping service.MAU: 10,000,000
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Data ScientistHyundai Steel Jan 2018 - May 20211. Life-cycle analysis & anomaly detection model-Using Neural networks and VAE(Variational Autoencoder), conduct life-cycle analysis and predict maintenance period and anomalies of essential facilities(blast furnace, rolling mills, etc.)2. Coal/Iron Ore price prediction model: - Conducted data engineering and built LSTM neural network model to predict Coal/Iron Ore price in short-term duration.
Michael Song Education Details
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Industrial Engineering
Frequently Asked Questions about Michael Song
What company does Michael Song work for?
Michael Song works for Centroid Investment Partners Lc.
What is Michael Song's role at the current company?
Michael Song's current role is Portfolio Management and AI specialist.
What schools did Michael Song attend?
Michael Song attended 한국과학기술원(Kaist).
Not the Michael Song you were looking for?
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Michael Song
South Korea -
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Michael Song
Entrepreneur And Investor,Co-Owner @Ysk Partners,@ E-Sports Team Worldgamestar(Wgs),@K-Block CapitalSeoul, South Korea1yskmedia.com -
Michael Song
Seoul, South Korea
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