Hoa Tran
Mentor
(2 reviews)
US$25.00
For every 15 mins
3
Sessions/Jobs
ABOUT ME
Data Science Expert
Data Science Expert
A Data Science Expert in AI, Machine Learning, Deep Learning, Computer Vision, Robotics, Information Security and NLP. Lead and provided strategies to build many multi-million dollars AI products in Health Care, Business, Marketing and Transportation. Successfully provided mentorship and supervisions to students working on industrial advanced AI/Machine Learning projects. Have worked and been an expert in Stochastic Risk/Insurance Risk Analysis.
English
Eastern Time (US & Canada) (-05:00)
Joined February 2016
EXPERTISE
10 years experience
Mentored Data Science students to work on challenging industrial projects in the areas of Machine Learning, Computer Vision, Robotics and...
Mentored Data Science students to work on challenging industrial projects in the areas of Machine Learning, Computer Vision, Robotics and NLP. 100% students under my supervision got Data Science jobs in industry.
8 years experience
Published many research articles in Journal of Information Security ("A Quantum Algorithm approach for Multivariate Crypto-Systems (2012)...
Published many research articles in Journal of Information Security ("A Quantum Algorithm approach for Multivariate Crypto-Systems (2012)", "Identification Problems in Quantum Communications (2012)"). Pioneer in "Stochastic Algorithms for Network Security Risk (2008)".
10 years experience
Lead teams on building sophisticated platform on Analytic Engine Architecture; created great architecture for Big Data Collection/Report ...
Lead teams on building sophisticated platform on Analytic Engine Architecture; created great architecture for Big Data Collection/Report Model via API/modules
Involved in actual implementations/coding via Java/Python/Postgresql; took part and made major decisions in overall architecture of the distributed systems
Constructed complex Hadoop/MapReduce architectures for heavy traffics; developed plans for integrating NoSQL databases (MongoDB, Cassandra, Redis) into existing data plan; successfully applied Machine Learning techniques using Java/Python/MapReduce for Recommendation Engine
10 years experience
Developed multi-million dollars network software for Service Assurance and Fault-Tolerant Service Level (Netcool/Impact, Netcool/SLAM,Net...
Developed multi-million dollars network software for Service Assurance and Fault-Tolerant Service Level (Netcool/Impact, Netcool/SLAM,Netcool/Omnibus)
Built structure/instruments for Cache Statistics project in Netcool/Impact engine to collect performance data for caching performance (data caching, query caching)
Architected the Netcool/SLAM project to construct engine interfacing with Netflow to collect network traffic data for application analysis
Created the Network Traffic Engineering model (Poisson-Fractal) to approach the solution for solving problems in optimization, latency, congestion and jitter. This technical model resulted saving hundred million dollars for ISP and Telecom companies
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EMPLOYMENTS
CEO
CBD Robotics
2017-01-01-Present
Lead and provided strategies for projects in AI, Computer Vision and NLP (Lung cancer detection, Skin cancer detection, Voice bot, accoun...
Lead and provided strategies for projects in AI, Computer Vision and NLP (Lung cancer detection, Skin cancer detection, Voice bot, accounting robot, Customer behavior and Marketing systems, Flying car, Autonomous car). The products achieved the highest rating among tech products in AI Tech Symposium in Ho Chi Minh City (2019).
Python
Machine learning
Computer Vision
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Python
Machine learning
Computer Vision
NLP
Deep Learning
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Adjunct Professor
New York University
2015-09-01-Present
Advised students to do research projects in AI, Machine Learning (Python), Computer Vision, Information Security and NLP.
Advised students to do research projects in AI, Machine Learning (Python), Computer Vision, Information Security and NLP.
Python
Machine learning
Computer Vision
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Python
Machine learning
Computer Vision
NLP
Deep Learning
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Data Science Consultant
Thinkful
2015-01-01-2022-01-01
Mentored Data Science students to work on challenging industrial projects in the areas of Machine Learning, Computer Vision, Robotics and...
Mentored Data Science students to work on challenging industrial projects in the areas of Machine Learning, Computer Vision, Robotics and NLP. 100% students under my supervision got Data Science jobs in industry.
Python
Computer Vision
NLP
View more
Python
Computer Vision
NLP
Deep Learning
View more
PROJECTS
Netcool/Impact - SLAM
IBM
2005
- Developed multi-million dollars network software for Service Assurance and Fault-Tolerant Service Level (Netcool/Impact, Netcool/SLAM,N...
- Developed multi-million dollars network software for Service Assurance and Fault-Tolerant Service Level (Netcool/Impact, Netcool/SLAM,Netcool/Omnibus)
- Built structure/instruments for Cache Statistics project in Netcool/Impact engine to collect performance data for caching performance (data caching, query caching)
- Architected the Netcool/SLAM project to construct engine interfacing with Netflow to collect network traffic data for application analysis
- Created the Network Traffic Engineering model (Poisson-Fractal) to approach the solution for solving problems in optimization, latency, congestion and jitter. This technical model resulted saving hundred million dollars for ISP and Telecom companies
Python
Java
Network Programming
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Python
Java
Network Programming
Network Security
Distributed Systems Engineering
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Lung Cancer Detection systemView Project
CBD Robotics
2020
Lead and provided strategies for projects in AI, Computer Vision and NLP (Lung cancer detection, Skin cancer detection, Voice bot, accoun...
Lead and provided strategies for projects in AI, Computer Vision and NLP (Lung cancer detection, Skin cancer detection, Voice bot, accounting robot, Customer behavior and Marketing systems, Flying car, Autonomous car). The products achieved the highest rating among tech products in AI Tech Symposium in Ho Chi Minh City (2019).
Python
Image Processing
Computer Vision
View more
Python
Image Processing
Computer Vision
NLP
Deep Learning
View more