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<!DOCTYPE html>
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<title>Progress to Success – ♥ – 𝔸𝕀trify</title>
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<h2 class="title">Areas Of Expertise</h2>
<h5 class="description"><em>Progress to Success</em> is literate translation of my name. <br> My multidisciplinary technological expertise will help you shape and drive your journey of bringing your ideas to life, and maintain your position at the forefront of innovation and change.</h5>
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<h4 class="info-title">Autonomous System</h4>
<p>With strong programming skills and solid background in robotics, I'm able to involve in all phases of autonomous system development: from concept and hardware/software component design to full system integration and implementation.</p>
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<h4 class="info-title">Machine learning & Data Science</h4>
<p>One of my missions is to further the boundaries of what is possible with machine learning and data science, in all types of applications: perception, prediction, control, ... with different forms of technique: deep learning, NLP, reinforcement learning, ...</p>
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<h4 class="info-title">Project Management</h4>
<p>From R&D to industrial production, I am competent to plan, organize and manage of resources on different levels, to execute tasks with eye for detail and to meet the end goal effectively and efficiently.</p>
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<div class="team-player"><hr>
<img src="../assets/img/electronic-suspension.jpg" alt="Thumbnail Image" class="img-raised img-circle">
<h4 class="title">Core component development<br />
<small class="text-muted">High-end automotive suspension development</small>
</h4>
<p>Take ownership and manage of development projects for core components in high-end syspension product portfolio. Initiate benchmarking, searching and validating new technologies, seeking continous improvements for performance and cost.</p>
<a href="https://www.youtube.com/watch?v=HPagaqnE3K0" target="_blank" class="btn btn-simple btn-just-icon"><i class="fa fa-youtube-play fa-2x"></i></a>
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<div class="col-md-4">
<div class="team-player"><hr>
<img src="../assets/img/crops.png" alt="Thumbnail Image" class="img-raised img-circle">
<h4 class="title">Clever Robots for Crops<br />
<small class="text-muted">Large-scale integrating FP7 EU research project</small>
</h4>
<p>System integration and demonstration for a highly configurable, modular and clever carrier platform for the fruit producing industry that includes modular manipulators and intelligent tools (sensors, algorithms, grippers) that are capable of harvesting apples and grapes.</p>
<a href="https://www.youtube.com/watch?v=cav9N-cfvkI" target="_blank" class="btn btn-simple btn-just-icon"><i class="fa fa-youtube-play fa-2x"></i></a>
<a href="https://github.com/t-thanh/wp6_manipulator" class="btn btn-simple btn-just-icon btn-default"><i class="fa fa-github fa-2x"></i></a>
<a href="http://www.crops-robots.eu/" target="_blank" class="btn btn-simple btn-just-icon"><i class="fa fa-link fa-2x"></i></a>
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<div class="team-player"><hr>
<img src="../assets/img/INCA6D.png" alt="Thumbnail Image" class="img-raised img-circle">
<h4 class="title">Modeling and identification of Cable Robots<br />
<small class="text-muted">Research project on Cable-Driven Parallel Robots</small>
</h4>
<p>Converting INCA 6D haptic device to parallel robot by programming communication between computer and servo cards, developing GUI to set control inputs and observe outputs. Modeling dynamic behaviour of the robot in Matlab, estimating physical parameters of the robot.</p>
<a href="https://avr.icube.unistra.fr/en/index.php/IDRAC_-_Identification_et_commande_des_robots_%C3%A0_c%C3%A2bles" target="_blank" class="btn btn-simple btn-just-icon"><i class="fa fa-link fa-2x"></i></a>
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<div class="team-player"><hr>
<img src="../assets/img/self-driving-car.png" alt="Thumbnail Image" class="img-raised img-circle">
<h4 class="title">Self-Driving Car<br />
<small class="text-muted">Udacity's Self-Driving Car Engineer Nanodegree</small>
</h4>
<p>Apply computer vision and deep learning to automotive problems, including detecting lane lines, predicting steering angles. Using sensor fusion, to filter data from an array of sensors in order to perceive the environment, make planning and control autonomous driving car. Integrate softwares in ROS to let Carla, real self-driving car, drive.</p>
<!--
<a href="https://github.com/t-thanh/self-driving-car" class="btn btn-simple btn-just-icon btn-default"><i class="fa fa-github fa-2x"></i></a>
-->
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<a href="https://www.youtube.com/watch?v=ist7-biGle0" target="_blank" class="btn btn-simple btn-just-icon"><i class="fa fa-youtube-play fa-2x"></i></a>
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<img src="../assets/img/nlp.png" alt="Thumbnail Image" class="img-raised img-circle">
<h4 class="title">Natural Language Processing<br />
<small class="text-muted">Udacity's Natural Language Processing Nanodegree</small>
</h4>
<p>Master the cutting-edge natural language processing techniques to process speech and analyze text. Build probabilistic and deep learning models, such as hidden Markov models and Recurrent Neural Networks, to teach the computer to do tasks such as sentiment analysis, speech recognition, machine translation, ... </p>
<a href="https://github.com/t-thanh/nlp-nd" target="_blank" class="btn btn-simple btn-just-icon btn-default"><i class="fa fa-github fa-2x"></i></a>
<a href="https://www.udacity.com/course/natural-language-processing-nanodegree--nd892" target="_blank" class="btn btn-simple btn-just-icon"><i class="fa fa-link fa-2x"></i></a>
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<img src="../assets/img/rl.png" alt="Thumbnail Image" class="img-raised img-circle">
<h4 class="title">Deep Reinforcement Learning<br />
<small class="text-muted">Udacity's Deep Reinforcement Learning Expert Nanodegree</small>
</h4>
<p>Gathering knowlegde on cutting-edge deep reinforcement learning algorithms—from Deep Q-Networks (DQN) to Deep Deterministic Policy Gradients (DDPG). Apply these concepts to train agents to walk, drive, interacting with others to perform other complex tasks, and build a robust portfolio of deep reinforcement learning projects..</p>
<a href="https://github.com/t-thanh/deep-reinforcement-learning" target="_blank" class="btn btn-simple btn-just-icon btn-default"><i class="fa fa-github fa-2x"></i></a>
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<img src="../assets/img/data_analyst.png" alt="Thumbnail Image" class="img-raised img-circle">
<h4 class="title">Data Analyst<br />
<small class="text-muted">Udacity's Data Analyst Nanodegree</small>
</h4>
<p>Analyze and visualize real-world data with Python, SQL and statistics. From wrangling, merging cleaning dirty, unstructured data to exploring, understanding and validating the insights of data. Finally, creating the reports & dashboards to highlight and present the story of data with interactive visualizations</p>
<a href="https://github.com/t-thanh/data-analyst-nd" target="_blank" class="btn btn-simple btn-just-icon btn-default"><i class="fa fa-github fa-2x"></i></a>
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<img src="../assets/img/healthcare.png" alt="Thumbnail Image" class="img-raised img-circle">
<h4 class="title">Apply AI for Healthcare<br />
<small class="text-muted">Udacity's AI for Healthcare Nanodegree</small>
</h4>
<p>From classifying and segmenting 2D and 3D medical images for diagnosis, to modeling patient outcomes with electronic health records to optimize clinical trial testing decisions. Finally, creating an algorithm that uses data collected from wearable devices to estimate the wearer’s pulse rate in the presence of motion.</p>
<a href="https://github.com/t-thanh/ai4healthcare" target="_blank" class="btn btn-simple btn-just-icon btn-default"><i class="fa fa-github fa-2x"></i></a>
<a href="https://www.udacity.com/course/ai-for-healthcare-nanodegree--nd320" target="_blank" class="btn btn-simple btn-just-icon"><i class="fa fa-link fa-2x"></i></a>
<a href="https://www.youtube.com/watch?v=lGvXab_eyjM" target="_blank" class="btn btn-simple btn-just-icon"><i class="fa fa-youtube-play fa-2x"></i></a>
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<div class="team-player"><hr>
<img src="../assets/img/trading.png" alt="Thumbnail Image" class="img-raised img-circle">
<h4 class="title">Apply AI to Quantitative Trading<br />
<small class="text-muted">Udacity's Artificial Intelligence for Trading Nanodegree</small>
</h4>
<p>From quantitative analysis including: data processing, trading signal generation, and portfolio management to analyze with historical stock data, develop trading strategies by using Neural Networks, NLP, and random forest, among other models, and finally construct a multi-factor model with optimization and backtesting</p>
<!--
<a href="https://github.com/t-thanh/ai4trading" class="btn btn-simple btn-just-icon btn-default"><i class="fa fa-github fa-2x"></i></a>
-->
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<h2 class="text-center title">Stay in touch to learn how we can work together</h2>
<h4 class="text-center description">I'm open for challenges in the quest of searching progress and opening my network. Feel free to leave a message. Your privacy is crucial to me. Looking forward to partner with you.</h4>
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