Jay Arre P. Talosig flexycode

Hi there , I'm Jay

ð Hello there! I'm thrilled to have you visit my GitHub profile. Here, you'll find a collection of my projects, contributions, and explorations in the world of software development ð

ð« About Me:

ð Welcome to my GitHub Profile ð

ð Iâm currently studying on Artificial Intelligence, Machine Learning, Quantum Technology, A.I Cloud and Biology.
ð I am currently a third year student pursuing a BS in Computer Science with a specialization in Machine Learning at National University.
ð I'm planning to take a Master Degree for Artificial Intelligence or BioInformatics by the year of 2027
ð§? In addition to my studies at National University, I am also enrolled in the "CS50âs
ð§? Introduction to Artificial Intelligence with Python" course at Harvard University.
ð§ I have accumulated 8 years of experience as a Software Engineer and Blockchain Developer, starting from 2018.
ð¯ Iâm looking to collaborate on any Data Science, LLM and Web3 projects
ð¤ Iâm looking for help to work with Cloud Computing, Artificial Intelligence, Machine Learning, and Blockchain Development
ð¤ I would love to level-up my knowledge in BioInformatics, Cyber Security, Quantum Computing, Robotic Process Automation
ð± Iâm currently learning more about Rust, Go, Consensus Algorithm of Blockchain Technology and other Blockchain EVM
ð Iâm also exploring some revolutionary technology such as Web 4.0, Generative AI, IoT, Cloud Computing and Augmented Reality
ð¦¾ Programming: I'm currently learning more on programming languages such as Python, R, Java & C++ so I can build and implement models.
ð Probability, statistics, and linear algebra: These are my math buddy needed to implement different AI and machine learning models.
ð§ Big data technologies: AI engineers work with large amounts of data, so Iâll be required to know Apache Spark, Hadoop, and MongoDB.
ð¤ Algorithms & frameworks: I'm currently self studying some machine learning algorithms such as linear regression and Naive Bayes,
ð¤ as well as deep learning algorithms such as recurrent neural networks and generative adversarial networks, and be able to implement
ð¤ them with a framework. Common AI frameworks include Theano, TensorFlow, Caffe, Keras, and PyTorch.
ð¬ Ask me about Artificial Intelligence and Machine Learning
ð® I'm a Dallas Mavericks fan since 2011, guess my idol ð¤«
Â?

ð Kindly visit my other GitHub profile: flexyledger for more content related to blockchain development
ð« How to reach me flexycode.dev@gmail.com, flexycode@protonmail.com, flexyledger@gmail.com

Introduction

â¡Fun fact : My zodiac sign is Capricorn
â¡Fun fact : I'm good at learning new things and adapting easily
â¡Fun fact : I always read and write documentation everyday before I begin to code
â¡Fun fact : I love Final Fantasy, Science Fiction, Biology, Architecture, Astrology, Mutants and Galaxy Adventure
â¡Fun fact : I also play League of Legends, Teamfight Tactics, Wild Rift, Legends of Runeterra, NBA2K

Â?Â?Â?

Connect with me on Â?

Languages & Tools Â?

Â?

ð» My favorite tools and technologies for Full Stack Devevelopment

React	Python	JavaScript	C++	Webpack	MySQL	TypeScript	AWS	C#
Django	Github	Git	Laravel	HTML5	CSS	Bootstrap	Tailwind	jQuery
MongoDB	Nodejs	PHP	VsCode	WordPress	Vue	Sass	GraphQL	PostgreSQL

ð» My tools and technologies for Blockchain Devevelopment

ð» My tools and technologies for AI and ML Devevelopment

Â? Â?

ð» My tools and technologies for Game Devevelopment, Architecture and Visualization

Â? Â? Â?

ð» Some Technology Stacks that I used:

Â?Â?Â?Â?Â?Â?Â?Â?Â?Â?Â?Â?Â?Â?Â?Â?Â?Â?Â?

ð FreeCodeCamp & DataCamp Certifications

	Certification	Verify
ð	Legacy Full Stack	View
ð	Legacy Responsive Web Design V8	View
ð	Legacy JavaScript Algorithms and Data Structures V7	View
ð	Back End Development and APIs V8	View
ð	Legacy Information Security and Quality Assurance	View
ð	Intro to Python for Data Science Course	View

ð GitHub Contribution:

Â?

My GitHub contributions graph

GitHub Stats Â?

ð GitHub Trophies

ð GitHub Repository

Icons for Commiting message

Icons
â»ï¸ - refactor getGithubUserContribution
â¨ - read contribution calendar from github api or remove some attributes
ð - commit or add readme
ð· - add manual run, repair
ð - import or also commit
ð¨ - fix algorithm priority
ð - add emojis and style
ð¤« - smiley face can also use for indicator for running or stopping some container
âï¸ - for linking file or repo
ð± - using solidity, hardhat or crypto related function
ð§ - Blockchain
ð - networking setting, YAML file
ð - List of Content
ð¥ - Published Paper Link
ð - Getting Started
ð» - System Overview or Architecture Image
â¡ - Our Solution
â¯ï¸ - Explanation + Demo Video
ð - Pharmaceutical
ð - LICENSE
- GitHub Project Link

Some Programming Language & Technologies Icons for Commiting message

ð¨ï¸ Technologies Icons :

Flexycode	Flexyledger
â¡ï¸ ð Communication	â¡ï¸ ð§® Fortran
â¡ï¸ ð§° Version Control	â¡ï¸ âï¸ Erlang/Elixir
â¡ï¸ ð¨ Tools	â¡ï¸ ð§ª Testing
â¡ï¸ ð Web Dev	â¡ï¸ ð± Mobile Dev
â¡ï¸ ð JavaScript	â¡ï¸ â¨ UI/UX
â¡ï¸ â Java	â¡ï¸ ð§ Apache
â¡ï¸ Â©ï¸ C/C++	â¡ï¸ ð® Game Development
â¡ï¸ ðª C#	â¡ï¸ ð¬ Analytics
â¡ï¸ ð Python	â¡ï¸ ð¤ AI
â¡ï¸ ð PHP	â¡ï¸ ð¾ Database
â¡ï¸ ð Ruby	â¡ï¸ âï¸ Cloud
â¡ï¸ ð¦¾ Rust	â¡ï¸ ð¥ï¸ Operating system
â¡ï¸ ð¿ï¸ Go	â¡ï¸ ð¤¿ DevOps
â¡ï¸ ð¼ How to use this icons?	â¡ï¸ ð¶ Contribution

Some Programming Language & Technologies Icons for Commiting message

ð¨ï¸ Development Icons :

Fullstack	Blockchain
â¡ï¸ â¡ Next.js 15	â¡ï¸ ð§© Component Library
â¡ï¸ ð¨ Tailwind CSS	â¡ï¸ ð® AI Playground
â¡ï¸ ð TypeScript	â¡ï¸ ð Dashboard Template
â¡ï¸ ð Authentication	â¡ï¸ ð SEO Optimized
â¡ï¸ ð Shadcn/ui	â¡ï¸ â¨ UI/UX
â¡ï¸ ð¾ Convex DB	â¡ï¸ ð¬ Custom Video Player
â¡ï¸ ð³ Polar.sh	â¡ï¸ ð® Game Development
â¡ï¸ ð Route Prefetching	â¡ï¸ ð Blog Support
â¡ï¸ ð¼ï¸ Optimized Images	â¡ï¸ ð State Management
â¡ï¸ ð Dark/Light Mode	â¡ï¸ ð¾ Database
â¡ï¸ ð± Responsive Design	â¡ï¸ âï¸ Cloud
â¡ï¸ ð¾ State Persistence	â¡ï¸ ð API Integration
â¡ï¸ ð Real-time Updates	â¡ï¸ ð¤¿ DevOps
â¡ï¸ ð¼ How to use this icons?	â¡ï¸ ð¶ Contribution

âï¸ Random Dev QuoteÂ?

ð§?ð§? Artificial Intelligence ð¸ð¸

# Import the necessary libraries for AI
import numpy as np
import pandas as pdÂ?
import tensorflow as tfÂ?

# Define the AI model architecture
model = tf.keras.Sequential()
model.add(tf.keras.layers.Dense(64, activation='relu', input_dim=10))
model.add(tf.keras.layers.Dense(64, activation='relu'))
model.add(tf.keras.layers.Dense(1, activation='sigmoid'))

# Compile and train the AI model
model.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy'])
model.fit(X_train, y_train, epochs=10, batch_size=32)Â?Â?

# Use the AI model for predictions
predictions = model.predict(X_test)Â?

ðâï¸ Blockchain TechnologyÂ?ð±ð§Â?Â?

ð¤ð¦¾ Machine Learning ðð¡

# Import the necessary libraries for ML
import numpy as np
import pandas as pd
from sklearn.model_selection import train_test_split
from sklearn.linear_model import LogisticRegression
from sklearn.metrics import accuracy_score

# Load the dataset
data = pd.read_csv('data.csv')Â?
X = data.drop('target', axis=1)
y = data['target']

# Split the dataset into training and testing sets
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)

# Train a logistic regression model
model = LogisticRegression()
model.fit(X_train, y_train)

# Make predictions on the test set
predictions = model.predict(X_test)

# Calculate the accuracy of the model
accuracy = accuracy_score(y_test, predictions)

ðð Cryptography and CybersecurityÂ?ððµï¸Â?Â?Â?

Jan	FEB	Mar
	01
2025	2026	2027

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Jay Arre P. Talosig flexycode

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Hi there , I'm Jay

ð« About Me:

Introduction

Connect with me on Â?

Languages & Tools Â?

ð» My favorite tools and technologies for Full Stack Devevelopment

ð» My tools and technologies for Blockchain Devevelopment

ð» My tools and technologies for AI and ML Devevelopment

ð» My tools and technologies for Game Devevelopment, Architecture and Visualization

ð» Some Technology Stacks that I used:

ð FreeCodeCamp & DataCamp Certifications

ð GitHub Contribution:

My GitHub contributions graph

GitHub Stats Â?

ð GitHub Trophies

ð GitHub Repository

Icons for Commiting message

Some Programming Language & Technologies Icons for Commiting message

Some Programming Language & Technologies Icons for Commiting message

âï¸ Random Dev QuoteÂ?

ð§?ð§? Artificial Intelligence ð¸ð¸

ðâï¸ Blockchain TechnologyÂ?ð±ð§Â?Â?

ð¤ð¦¾ Machine Learning ðð¡

ðð Cryptography and CybersecurityÂ?ððµï¸Â?Â?Â?

ðð Quantum Technology ðð

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Jay Arre P. Talosig flexycode

Achievements

Achievements

Hi there , I'm Jay

ð« About Me:

Introduction

Connect with me on Â?

Languages & Tools Â?

ð» My favorite tools and technologies for Full Stack Devevelopment

ð» My tools and technologies for Blockchain Devevelopment

ð» My tools and technologies for AI and ML Devevelopment

ð» My tools and technologies for Game Devevelopment, Architecture and Visualization

ð» Some Technology Stacks that I used:

ð FreeCodeCamp & DataCamp Certifications

ð GitHub Contribution:

My GitHub contributions graph

GitHub Stats Â?

ð GitHub Trophies

ð GitHub Repository

Icons for Commiting message

Some Programming Language & Technologies Icons for Commiting message

Some Programming Language & Technologies Icons for Commiting message

âï¸ Random Dev QuoteÂ?

ð§?ð§? Artificial Intelligence ð¸ð¸

ðâï¸ Blockchain TechnologyÂ?ð±ð§Â?Â?

ð¤ð¦¾ Machine Learning ðð¡

ðð Cryptography and CybersecurityÂ?ððµï¸Â?Â?Â?

ðð Quantum Technology ðð

Back to Table of Content

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ð« About Me:

ð» My favorite tools and technologies for Full Stack Devevelopment

ð» My tools and technologies for Blockchain Devevelopment

ð» My tools and technologies for AI and ML Devevelopment

ð» My tools and technologies for Game Devevelopment, Architecture and Visualization

ð» Some Technology Stacks that I used:

ð FreeCodeCamp & DataCamp Certifications

ð GitHub Contribution:

ð GitHub Trophies

ð GitHub Repository

âï¸ Random Dev QuoteÂ?

ð§?ð§? Artificial Intelligence ð¸ð¸

ðâï¸ Blockchain TechnologyÂ?ð±ð§Â?Â?

ð¤ð¦¾ Machine Learning ðð¡

ðð Cryptography and CybersecurityÂ?ððµï¸Â?Â?Â?

ðð Quantum Technology ðð