Machine Learning Core Developer
Resume:
Phan Thanh Tra
*** **** ***, **, *** Binh District, TPHCM, Vietnam
034******* **********@*****.***
Ho Chi Minh University of Technology - Subject : Electrical and Electronics Engineering
STVG CORP - Core Developer(AI - Machine learning) NoV 2021 - NOW STVG CORP - ASP .NET Core Developer NoV 2021 - NOW OBJECTIVE
Able to creatively apply my knowledge of communication engineering principles to the solutions of problems arising in my career. Seeking a responsible job with an opportunity for professional challenges. I have two years of work experience in software development(Core Developer).Build RESTful API's with ASP.NET Web API, microservices and architecture. Swagger.Development of server side software using .NET, Entity Framework, Postgres SQL. I have worked on various projects involving AI - Machine learning models about natural language processing and computer vision. In my previous roles, I was responsible for developing models to improve the accuracy of predictions made by algorithms. EDUCATION
Degree : Telecommunications Engineering
WORK EXPERIENCE
- Implemented and trained computer vision models for object detection and image classification using TensorFlow and PyTorch.
- Worked on models such as CNN, LSTM, Transformer, DeepSort, YOLOv5
- Researched, developed and evaluated SOTA Deep learning for classification, object detection and image processing.
- Performed data pre-processing and augmentation using Python.
- Programming Libraries : OpenCV, CUDA, pandas, numpy.
- Hands on experience working with Docker, container in Linux OS environment. Projects :
Image Rotation Assitant Bot:
TeamWork:(Me and Leader Team BE)
- To recover the information of how camera was oriented when the photo was taken and we rotate the image to display it correctly.
- Using the swsl_resnext50_32x4d model to check if image rotated by 0, 90, 180, 270 degrees.
- Calling API from Python Flask Server.
Anti spoofing Assitant Bot:
TeamWork:(Me and Leader Team BE)
- Involving a few different methods: impostors demonstrate printed portrait - wear image another face above their face - replay the video from another screen.
- Using the tf_efficientnet_b3_ns model to detect four types of images : real, replay, printed and mask2d.
- Calling API from Python Flask Server.
- Developed and maintained RESFUL API web services for application consumption using C#.
- Have knowledge of experience developing RESTful APIs.
- Proficiency in database management system such as PostgreSQL and using Navicat to check views, data tables and the following model.
- Utilized Postman Chrome to help design and develop API calls.
- Evaluated and developed new tools and technologies to help achieve company-level goals.
- Modified existing software to correct coding errors, upgrade interfaces and improve overall performance.
- Have knowledge of version control systems, Git flow, Trunk, and GitHub flow branching strategies.
- Hands-on experience with Docker-Compose file .yml. Projects :
LuxJapanCare:
TeamWork: (2 colleagues and 1 Leader in Backend Team)
- Web and mobile applications for HouseWork Services which users can request and bring home cleaning solutions.
- Building APIs are used for user features(roles, account, management), order registers, and monitor notifications(Using FireBase Admin SDK).
Technologies Used :
- LINQ Query operations.
- HTTP methods(POST, PUT, DELETE, GET)
- Swashbuckle.AspNetCore - EntityFrameworkCore.
- Json.NET's JObject
- FirebaseAdmin
- Serilog.
CBA:
Teamwork(1 colleagues in Backend Team)
https://www.facebook.com/mrteabktvt
Vishipel - Technical Employee Mar 2020 - Mar 2021
Ho Chi Minh University of Technology - Student apr 2013 - NoV 2020 SOCIAL WORK - Member of Bach Khoa SOCIAL WORK 2013 - 2015 Phan Thanh Trà
Telecommunications Engineering
Email: **********@*****.***
Mobile:034*******
- Web application is used for assistance in managing, monitoring, and tracking individuals and groups of persons in the shopping center/retail market.
- Create and update models from the first code approach with EF, C# (Data migration).
- Building APIs are used for user features(roles, account, groups), storing information of indiviuduals(image of face, group, gender), and modify notifications(specified following group of individual), statistics(the amount persons). Technologies used :
- LINQ Query operations
- HTTP methods(POST, PUT, DELETE, GET)
- Swashbuckle.AspNetCore. - EntityFrameworkCore
- Json.NET's JObject.
- Serilog.
- CancellationToken.
- Caching mechanism entirely and thread blocking.
- Repaired hardware components, installed software applications, and built computers.
- Performed diagnostics to evaluate technical issues.
- Have fundamentals in electronics, basic electronic components and op-amp.
- Have basic knowledge of Microcontroller architectures(8051, Arm with assembly and C/C++ languages); DSP algorithms use signal processing for communications system.
- Ability to use of tools like Spectrometer, Spectroscope and Oscilloscope.
- Ability to develop Deep Learning frameworks to solve problems within algorithm models such as CNN, LSTM by MATLAB or Python.
- Strong urges to gain more and more knowledge.
- Quick Learner.
ACTIVITIES
- National University Entrance Exam Support Campain
- Charity work at X Orphanage/ Disabled Children Education Center. PROGRAMMING LANGUAGES
- MATLAB.
- C#.
- C/C++.
- Python.
REFERENCES
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