Portfolio of Projects

Portfolio of Projects and Diplomas

of Juan Carlos Kuri Pinto

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Portfolio of Projects

Diplomas

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Portfolio of Projects

Summary:

Mathematical simulations of physics and many kinds of videogames: Action, adventure, puzzles, mazes, 2D, 3D, and multi-player.
Client-server architectures, distributed systems, communication protocols, interactive websites, e-commerce websites, and geographic information systems (GIS).
Multimedia applications to generate graphics, 3D animations, fractals, sounds, and music. I programmed an artificial guitar player that plays guitar tablatures.
Many projects of artificial intelligence and deep learning.
Agents that learn from scratch by using deep reinforcement learning, including AI trading.
Many electronic circuits and electronic robots.
Art generated by artificial intelligence.
New AI algorithms: Causal Router, Evolutionary Characterizer, Mental Image Reconstructor, Synergistic Pattern Generator, Flexible Applicability Finder, and Abstract SLAM.
AGI system based on Fuster’s cognit theory (long-term project): http://www.scholarpedia.org/article/Cortical_memory
A programming language which is symmetric, reflexive, and based on generative pattern matching. It will characterize patterns of mathematical thinking with which my artificial mathematician will reason.

Some Projects of the
Online Master of Science in Computer Science (OMS CS)
of Georgia Institute of Technology:

“Classification and Detection of Nuclei in Histology Images Using Convolutional Neural Networks”,
the final project of Big Data Analytics for Healthcare.
BDAH_FINAL_PROJECT.pdf

Fractal Image Compression and Fractal Visual Analogies to solve Raven’s Progressive Matrices,
the final project of Knowledge-Based Artificial Intelligence – Cognitive Systems.
FractalProjectReflection3.pdf

Learning patterns from financial indicators to trade stocks by using genetic algorithms and Q-Learning,
the final project of Machine Learning for Trading.
I plan to program the Monster Trader based on Deep Reinforcement Learning.
report_opto_trader.pdf

I built a line-follower robot with Arduino:
https://github.com/jckuri/line-follower-robot

Project 2 of AI for Robotics - Warehouse Robot
https://youtu.be/FjQwN-VCX0E

Final Project of Computer Vision
Presentation: https://youtu.be/FbF7gJ7CRUM
Demo: https://youtu.be/ilL1XT1m9yw

My first Augmented Reality Project
https://youtu.be/6lu-XuqdgC8

Research Challenge #2: Pedestrian Tracking with Kalman Filters and Particle Filters
https://youtu.be/TBU9YAbxW3E

Research Challenge #4 and #5: PID Planner for Self-Driving Cars
https://youtu.be/l3SPtWqA8m8

For the course Artificial Intelligence for Robotics,
I programmed Online Graph SLAM (Simultaneous Localization And Mapping)
with a variable amount of landmarks:
https://youtu.be/owGo0SPAvR8

Double Deep Q Network to control Lunar Lander
https://github.com/jckuri/LunarLanderKeras

Technical Writings, Publications, and Presentations

Thesis: “Basic Algorithms of Cognitive Computing for Programming Artificial Brains”
http://www.dspace.espol.edu.ec/xmlui/handle/123456789/30534 (Thesis)
http://www.dspace.espol.edu.ec/xmlui/handle/123456789/43791 (Paper)

How to Make Deep Learning many Orders of Magnitude Faster
https://medium.com/secure-and- private-ai-math-blogging-competition/how-to-make-deep-learning-many-orders-of-magnitude- faster-4891204c54bc

How and Why Deep Learning Works
https://medium.com/secure-and-private-ai-math-blogging- competition/how-and-why-deep-learning-works-60df8093e19f

Webinar on Deep Reinforcement Learning
https://youtu.be/oauLZG9nAX0, http://bit.do/DeepRL2
https://youtu.be/uzEdwfAYP60, http://bit.do/DeepRL3

Teaching Demo of Deep Learning
https://youtu.be/dC7ipuzXYnQ

Miscellaneous Projects

I completed 5 levels of the Google's Foobar Challenge:
https://youtu.be/-y1yx2OOKgs

Angry Birds in Haskell
https://github.com/jckuri/AngryBirds

Diagnosing Acute Inflammations of Bladder
https://github.com/jckuri/BladderDataset

5 T-shirt designs by using neural style transfer:
https://github.com/jckuri/project-t-shirt

Tank War: A networked multiplayer 2D/3D videogame developed (in just 1 month) in Java for the science fair of my University ESPOL.
Click to download the Java Applet. ⬇

A Pacman based on artificial intelligence and routing algorithms, really hard to play.
Click to download the Java Applet. ⬇

Deep Reinforcement Learning Nanodegree

Navigation
https://github.com/jckuri/DeepRL-Navigation

Continuous Control
https://github.com/jckuri/DeepRL-Continuous-Control

Collaboration and Competition
https://github.com/jckuri/DeepRL-Collaboration-and-Competition

Natural Language Processing Nanodegree

Part of Speech Tagging with Hidden Markov Models
https://github.com/jckuri/Part_of_Speech_Tagging_with_Hidden_Markov_Models

Machine Translation
https://github.com/jckuri/Machine_Translation

DNN Speech Recognizer
https://github.com/jckuri/DNN_Speech_Recognizer

AI for Trading Nanodegree

Project 1 - Trading with Momentum
https://github.com/jckuri/Project_1_Trading_with_Momentum

Project 2 - Breakout Strategy
https://github.com/jckuri/Project_2_Breakout_Strategy

Project 3 - Smart Beta and Portfolio Optimization
https://github.com/jckuri/Project_3_Smart_Beta_and_Portfolio_Optimization

Project 4 - Alpha Research and Factor Modeling
https://github.com/jckuri/Project_4_Alpha_Research_and_Factor_Modeling

Project 5 - NLP on Financial Statements
https://github.com/jckuri/Project_5_NLP_on_Financial_Statements

Project 6 - Sentiment Analysis with Neural Networks
https://github.com/jckuri/Project_6_Sentiment_Analysis_with_Neural_Networks

Project 7 - Combining Signals for Enhanced Alpha
https://github.com/jckuri/Project_7_Combining_Signals_for_Enhanced_Alpha

Project 8 - Backtesting
https://github.com/jckuri/Project_8_Backtesting

Deep Learning Nanodegree

Sentiment Analysis Web App
https://github.com/jckuri/Sentiment_Analysis_Web_App

TV Script Generation
https://github.com/jckuri/TV_Script_Generation

Your first neural network
https://github.com/jckuri/Your_first_neural_network

Dog Identification App
https://github.com/jckuri/Dog_Identification_App

Face Generation with GAN
https://github.com/jckuri/Face_Generation_with_GAN

Machine Learning Engineer Nanodegree

Deploy a Sentiment Analysis Model
https://github.com/jckuri/Deploy_a_Sentiment_Analysis_Model

Plagiarism_Detector
https://github.com/jckuri/Plagiarism_Detector

Capstone Project: Dog App
https://github.com/jckuri/Capstone_Project_Dog_App

Self-Driving Car Engineer Nanodegree

Object detection in an Urban Environment
https://github.com/jckuri/Object_Detection_in_Urban_Environment_2
https://github.com/jckuri/Object_Detection_in_Urban_Environment_DATASET

Motion Planning and Decision Making for Autonomous Vehicles
https://github.com/jckuri/Motion_Planning_and_Decision_Making_for_Autonomous_Vehicles

Kidnapped Vehicle (Particle Filter Localization)
https://github.com/jckuri/Kidnapped_Vehicle

CarND-Controls-PID
https://github.com/jckuri/SDCND_PID_Controller

Programming a Real Self-Driving Car
https://github.com/jckuri/RealSDC2

3D Object Detection
https://github.com/jckuri/3D_Object_Detection

Scan Matching Localization
https://github.com/jckuri/Scan_Matching_Localization_2

Control and Trajectory Tracking for Autonomous Vehicles
https://github.com/jckuri/Control_and_Trajectory_Tracking

Sensor Fusion and Object Tracking
https://github.com/jckuri/Sensor-Fusion-and-Object-Tracking-2

AI for Healthcare Nanodegree

Pneumonia Detector
https://github.com/jckuri/pneumonia_detector

Hippocampal Volume Quantification in Alzheimer's Progression
https://github.com/jckuri/Hippocampal-Volume-Quantification-in-Alzheimers-Progression

Sensor Fusion Engineer Nanodegree

Lidar Obstacle Detection
https://github.com/jckuri/SFND_Lidar_Obstacle_Detection

SFND 3D Object Tracking
https://github.com/jckuri/SFND_3D_Object_Tracking

Intel Edge AI for IoT Developers Nanodegree

Deploy a People Counter App at the Edge
https://github.com/jckuri/People-Counter-App

Smart Queuing System
https://github.com/jckuri/Smart-Queuing-System

Computer Pointer Controller
https://github.com/jckuri/Computer-Pointer-Controller

Semantic Segmentation for Self-Driving Cars with OpenVINO
https://youtu.be/Urph3UHLivY

Edge Cameras for Detecting Human Presence
https://github.com/jckuri/edge_cameras

Computer Vision Nanodegree

Facial Keypoint Detection
https://github.com/jckuri/facial_keypoint_detection

Image Captioning
https://github.com/jckuri/Image-Captioning

Landmark Detection and Tracking
https://github.com/jckuri/Graph_SLAM

C++ Developer Nanodegree

Process Monitor
https://github.com/jckuri/ProcessMonitor

Machine Learning DevOps Engineer Nanodegree

Build an ML Pipeline for Short-Term Rental Prices in NYC
https://github.com/jckuri/nd0821-c2-build-model-workflow-starter

Deploying a Machine Learning Model on Heroku with FastAPI
https://github.com/jckuri/Heroku_FastAPI

Predict Customer Churn with Clean Code
https://github.com/jckuri/Predict_Customer_Churn

Cloud Developer using Microsoft Azure Nanodegree

Article CMS (FlaskWebProject)
https://github.com/jckuri/ArticleCMS

Deploying the Neighborly App with Azure Functions
https://github.com/jckuri/AzureNeighborlyApp

TechConf Registration Website
https://github.com/jckuri/TechConfRegistrationWebsite

Enhancing Applications
https://github.com/jckuri/Project4EnhancingApplications