Jethro Odeyemi

Jethro Odeyemi

Lead Software Engineer at Roamlii and independent research scientist with interest machine learning, medical robotics, and human-computer interaction.

Posts by Tags

AI

Data Science

GPT models

Machine Learning

algorithm

Algorithm — Generate Parentheses: Python and C++ Solutions

4 minute read

Published:

In this blog post, we’ll explore LeetCode’s “Generate Parentheses” problem and present two clean backtracking solutions—one in Python and one in C++. This classic problem is an excellent demonstration of how to use recursion to systematically explore all valid possibilities. Read more

Algorithm — Reverse Only Letters: A Python Solution

2 minute read

Published:

In many programming interviews, candidates encounter challenges that test their ability to manipulate strings efficiently. One such problem involves reversing a string with a twist: only the letters should be reversed, while non-letter characters remain in their original positions. In this blog post, we’ll explore this problem and present an optimized Python solution. Read more

artificial intelligence

Unveiling a $500 Billion Leap in AI: Trump’s Private Sector Investment Plan

3 minute read

Published:

President Donald Trump is set to announce a monumental private sector initiative aimed at bolstering the United States’ artificial intelligence (AI) infrastructure with an investment of up to $500 billion. This ambitious plan involves leading tech companies like OpenAI, SoftBank, and Oracle, under a collaborative venture named “Stargate.” Read more

cpp

Algorithm — Generate Parentheses: Python and C++ Solutions

4 minute read

Published:

In this blog post, we’ll explore LeetCode’s “Generate Parentheses” problem and present two clean backtracking solutions—one in Python and one in C++. This classic problem is an excellent demonstration of how to use recursion to systematically explore all valid possibilities. Read more

decision trees

Supervised Learning Showdown: kNN, SVM, Neural Networks, and Boosted Trees

10 minute read

Published:

In this post, we dive into the world of supervised learning, comparing the performance of four popular algorithms: k-Nearest Neighbors (kNN), Support Vector Machines (SVM), Neural Networks (NN), and Decision Trees with Boosting (specifically, AdaBoost). We’ll analyze their effectiveness on two distinct datasets, highlighting their strengths and weaknesses. Read more

deep learning

DeepSeek R1: Pioneering Reasoning in Large Language Models Through Reinforcement Learning

3 minute read

Published:

The development of reasoning capabilities in large language models (LLMs) is a complex yet pivotal frontier in AI research. DeepSeek R1 represents a major leap in this space, introducing innovative methodologies for reasoning-oriented model training. In this post, we’ll explore what makes DeepSeek R1 significant, its architectural innovations, and its implications for the future of AI. Read more

distillation

DeepSeek R1: Pioneering Reasoning in Large Language Models Through Reinforcement Learning

3 minute read

Published:

The development of reasoning capabilities in large language models (LLMs) is a complex yet pivotal frontier in AI research. DeepSeek R1 represents a major leap in this space, introducing innovative methodologies for reasoning-oriented model training. In this post, we’ll explore what makes DeepSeek R1 significant, its architectural innovations, and its implications for the future of AI. Read more

economy

Unveiling a $500 Billion Leap in AI: Trump’s Private Sector Investment Plan

3 minute read

Published:

President Donald Trump is set to announce a monumental private sector initiative aimed at bolstering the United States’ artificial intelligence (AI) infrastructure with an investment of up to $500 billion. This ambitious plan involves leading tech companies like OpenAI, SoftBank, and Oracle, under a collaborative venture named “Stargate.” Read more

investment

Unveiling a $500 Billion Leap in AI: Trump’s Private Sector Investment Plan

3 minute read

Published:

President Donald Trump is set to announce a monumental private sector initiative aimed at bolstering the United States’ artificial intelligence (AI) infrastructure with an investment of up to $500 billion. This ambitious plan involves leading tech companies like OpenAI, SoftBank, and Oracle, under a collaborative venture named “Stargate.” Read more

knn

Supervised Learning Showdown: kNN, SVM, Neural Networks, and Boosted Trees

10 minute read

Published:

In this post, we dive into the world of supervised learning, comparing the performance of four popular algorithms: k-Nearest Neighbors (kNN), Support Vector Machines (SVM), Neural Networks (NN), and Decision Trees with Boosting (specifically, AdaBoost). We’ll analyze their effectiveness on two distinct datasets, highlighting their strengths and weaknesses. Read more

large language models

DeepSeek R1: Pioneering Reasoning in Large Language Models Through Reinforcement Learning

3 minute read

Published:

The development of reasoning capabilities in large language models (LLMs) is a complex yet pivotal frontier in AI research. DeepSeek R1 represents a major leap in this space, introducing innovative methodologies for reasoning-oriented model training. In this post, we’ll explore what makes DeepSeek R1 significant, its architectural innovations, and its implications for the future of AI. Read more

leetcode

Algorithm — Generate Parentheses: Python and C++ Solutions

4 minute read

Published:

In this blog post, we’ll explore LeetCode’s “Generate Parentheses” problem and present two clean backtracking solutions—one in Python and one in C++. This classic problem is an excellent demonstration of how to use recursion to systematically explore all valid possibilities. Read more

Algorithm — Reverse Only Letters: A Python Solution

2 minute read

Published:

In many programming interviews, candidates encounter challenges that test their ability to manipulate strings efficiently. One such problem involves reversing a string with a twist: only the letters should be reversed, while non-letter characters remain in their original positions. In this blog post, we’ll explore this problem and present an optimized Python solution. Read more

llama

machine learning

Supervised Learning Showdown: kNN, SVM, Neural Networks, and Boosted Trees

10 minute read

Published:

In this post, we dive into the world of supervised learning, comparing the performance of four popular algorithms: k-Nearest Neighbors (kNN), Support Vector Machines (SVM), Neural Networks (NN), and Decision Trees with Boosting (specifically, AdaBoost). We’ll analyze their effectiveness on two distinct datasets, highlighting their strengths and weaknesses. Read more

neural network

Supervised Learning Showdown: kNN, SVM, Neural Networks, and Boosted Trees

10 minute read

Published:

In this post, we dive into the world of supervised learning, comparing the performance of four popular algorithms: k-Nearest Neighbors (kNN), Support Vector Machines (SVM), Neural Networks (NN), and Decision Trees with Boosting (specifically, AdaBoost). We’ll analyze their effectiveness on two distinct datasets, highlighting their strengths and weaknesses. Read more

open source

policy

Unveiling a $500 Billion Leap in AI: Trump’s Private Sector Investment Plan

3 minute read

Published:

President Donald Trump is set to announce a monumental private sector initiative aimed at bolstering the United States’ artificial intelligence (AI) infrastructure with an investment of up to $500 billion. This ambitious plan involves leading tech companies like OpenAI, SoftBank, and Oracle, under a collaborative venture named “Stargate.” Read more

python

Supervised Learning Showdown: kNN, SVM, Neural Networks, and Boosted Trees

10 minute read

Published:

In this post, we dive into the world of supervised learning, comparing the performance of four popular algorithms: k-Nearest Neighbors (kNN), Support Vector Machines (SVM), Neural Networks (NN), and Decision Trees with Boosting (specifically, AdaBoost). We’ll analyze their effectiveness on two distinct datasets, highlighting their strengths and weaknesses. Read more

Algorithm — Generate Parentheses: Python and C++ Solutions

4 minute read

Published:

In this blog post, we’ll explore LeetCode’s “Generate Parentheses” problem and present two clean backtracking solutions—one in Python and one in C++. This classic problem is an excellent demonstration of how to use recursion to systematically explore all valid possibilities. Read more

Algorithm — Reverse Only Letters: A Python Solution

2 minute read

Published:

In many programming interviews, candidates encounter challenges that test their ability to manipulate strings efficiently. One such problem involves reversing a string with a twist: only the letters should be reversed, while non-letter characters remain in their original positions. In this blog post, we’ll explore this problem and present an optimized Python solution. Read more

reasoning

DeepSeek R1: Pioneering Reasoning in Large Language Models Through Reinforcement Learning

3 minute read

Published:

The development of reasoning capabilities in large language models (LLMs) is a complex yet pivotal frontier in AI research. DeepSeek R1 represents a major leap in this space, introducing innovative methodologies for reasoning-oriented model training. In this post, we’ll explore what makes DeepSeek R1 significant, its architectural innovations, and its implications for the future of AI. Read more

reinforcement learning

DeepSeek R1: Pioneering Reasoning in Large Language Models Through Reinforcement Learning

3 minute read

Published:

The development of reasoning capabilities in large language models (LLMs) is a complex yet pivotal frontier in AI research. DeepSeek R1 represents a major leap in this space, introducing innovative methodologies for reasoning-oriented model training. In this post, we’ll explore what makes DeepSeek R1 significant, its architectural innovations, and its implications for the future of AI. Read more

string

Algorithm — Reverse Only Letters: A Python Solution

2 minute read

Published:

In many programming interviews, candidates encounter challenges that test their ability to manipulate strings efficiently. One such problem involves reversing a string with a twist: only the letters should be reversed, while non-letter characters remain in their original positions. In this blog post, we’ll explore this problem and present an optimized Python solution. Read more

supervised learning

Supervised Learning Showdown: kNN, SVM, Neural Networks, and Boosted Trees

10 minute read

Published:

In this post, we dive into the world of supervised learning, comparing the performance of four popular algorithms: k-Nearest Neighbors (kNN), Support Vector Machines (SVM), Neural Networks (NN), and Decision Trees with Boosting (specifically, AdaBoost). We’ll analyze their effectiveness on two distinct datasets, highlighting their strengths and weaknesses. Read more

svm

Supervised Learning Showdown: kNN, SVM, Neural Networks, and Boosted Trees

10 minute read

Published:

In this post, we dive into the world of supervised learning, comparing the performance of four popular algorithms: k-Nearest Neighbors (kNN), Support Vector Machines (SVM), Neural Networks (NN), and Decision Trees with Boosting (specifically, AdaBoost). We’ll analyze their effectiveness on two distinct datasets, highlighting their strengths and weaknesses. Read more

technology

Unveiling a $500 Billion Leap in AI: Trump’s Private Sector Investment Plan

3 minute read

Published:

President Donald Trump is set to announce a monumental private sector initiative aimed at bolstering the United States’ artificial intelligence (AI) infrastructure with an investment of up to $500 billion. This ambitious plan involves leading tech companies like OpenAI, SoftBank, and Oracle, under a collaborative venture named “Stargate.” Read more