I am the proud founder of AP3 Solutions, leveraging over 15 years of groundbreaking experience in the realms of machine learning, deep learning, and computer vision.
My journey encompasses not only pioneering research in the fields of Data Science, Machine Learning, Deep Learning, Natural Language Processing and Computer Vision but also an unwavering commitment to mentorship.

On my YouTube channel, I cover a wide range of topics related to AI, Data Science, Machine Learning, Deep Learning while using numerous examples of actual problems. I've delivered over 75 technical talks on Data Science, Machine Learning, Deep Learning, and AI at various meetups, technical institutions, and community forums.

My goal is to democratize access to DS, ML, DL and many recent technologies, for all who seek this transformative journey. Subscribe to our channel and join our community of learners and visionaries.

Together, let's shape a brighter, more interconnected future in technology.

Activation functions in neural networks | One Concept, Two Minutes | Demystify with Ajay
1:48
Activation functions in neural networks | One Concept, Two Minutes | Demystify with Ajay
K-Nearest Neighbor(KNN) Algorithm | One Concept, Two Minutes | Demystify with Ajay
2:16
K-Nearest Neighbor(KNN) Algorithm | One Concept, Two Minutes | Demystify with Ajay
DropOut in DeepLearning | One Concept, Two Minutes | Demystify with Ajay
2:32
DropOut in DeepLearning | One Concept, Two Minutes | Demystify with Ajay
Klarna fired 700 for AI 🤖💼 But now they want them back again🙋‍♂️—Machines couldn’t replace humans. ⏪
3:35
Klarna fired 700 for AI 🤖💼 But now they want them back again🙋‍♂️—Machines couldn’t replace humans. ⏪
Perceptron in Deep Learning | One Concept, Two Minutes | Demystify with Ajay
2:05
Perceptron in Deep Learning | One Concept, Two Minutes | Demystify with Ajay
Support Vector Machines | One Concept, Two Minutes | Demystify with Ajay
2:23
Support Vector Machines | One Concept, Two Minutes | Demystify with Ajay
Early stopping in deep learning | One Concept, Two Minutes | Demystify with Ajay
2:06
Early stopping in deep learning | One Concept, Two Minutes | Demystify with Ajay
Deep Learning | One Concept, Two Minutes | Demystify with Ajay
2:47
Deep Learning | One Concept, Two Minutes | Demystify with Ajay
Forward Propagation | One Concept, Two Minutes | Demystify with Ajay
1:57
Forward Propagation | One Concept, Two Minutes | Demystify with Ajay
Backpropagation | One Concept, Two Minutes | Demystify with Ajay
2:33
Backpropagation | One Concept, Two Minutes | Demystify with Ajay
Decision Tree | One Concept, Two Minutes | Demystify with Ajay
3:04
Decision Tree | One Concept, Two Minutes | Demystify with Ajay
Regularization | One Concept, Two Minutes | Demystify with Ajay
3:27
Regularization | One Concept, Two Minutes | Demystify with Ajay
Machine Learning 50 - Unsupervised ML Algorithm K-Means Clustering - Intuition
32:37
Machine Learning 50 - Unsupervised ML Algorithm K-Means Clustering - Intuition
Machine Learning 49 - Ensemble techniques (Boosting — XGBoost Classification) Intuition
27:51
Machine Learning 49 - Ensemble techniques (Boosting — XGBoost Classification) Intuition
Machine Learning 48 - Ensemble techniques (Boosting — Gradient Boost Regression) Intuition
32:35
Machine Learning 48 - Ensemble techniques (Boosting — Gradient Boost Regression) Intuition
Machine Learning 47 -Ensemble techniques (Boosting - AdaBoost - Classifier and Regression) Intuition
19:04
Machine Learning 47 -Ensemble techniques (Boosting - AdaBoost - Classifier and Regression) Intuition
Machine Learning 46 - Ensemble techniques (Bagging, Random Forest Classifier & Regression)-Intuition
25:50
Machine Learning 46 - Ensemble techniques (Bagging, Random Forest Classifier & Regression)-Intuition
GPT-4.1: What’s New, What’s Better, and Why It Matters
6:45
GPT-4.1: What’s New, What’s Better, and Why It Matters
Machine Learning 45 - Decision Tree - Intuition Classification & Regression
1:05:47
Machine Learning 45 - Decision Tree - Intuition Classification & Regression
Machine Learning 44 - Support Vector Machine - CLASSIFICATION - INTUITION
27:46
Machine Learning 44 - Support Vector Machine - CLASSIFICATION - INTUITION
Disruptive Technologies 2025 – Transforming the Next Generation
49:45
Disruptive Technologies 2025 – Transforming the Next Generation
10 Mind-Blowing AI Breakthroughs in Just 7 Days! | OpenAI, Google, Microsoft & More
6:41
10 Mind-Blowing AI Breakthroughs in Just 7 Days! | OpenAI, Google, Microsoft & More
Tech for Good: AP3 Solutions' 6-Year Journey Towards Innovation and Responsibility
3:10
Tech for Good: AP3 Solutions' 6-Year Journey Towards Innovation and Responsibility
AI Salary Trends 2025: The Hottest Jobs and What They Pay: Six-Figure Salaries! 🚀
16:14
AI Salary Trends 2025: The Hottest Jobs and What They Pay: Six-Figure Salaries! 🚀
GenAI Episode 22: Advancements in Real-Time 4D, Video Generation, and High-Resolution 3D Modeling
12:38
GenAI Episode 22: Advancements in Real-Time 4D, Video Generation, and High-Resolution 3D Modeling
GenAI Episode 21: Image Language Models and Generative AI: Breakthroughs in Visual Intelligence
11:13
GenAI Episode 21: Image Language Models and Generative AI: Breakthroughs in Visual Intelligence
Machine Learning 43 - Logistic regression end to end Project (Rain Prediction Case Study)
1:20:11
Machine Learning 43 - Logistic regression end to end Project (Rain Prediction Case Study)
🌿 From Plastic to AI: Innovating with Purpose: Embracing Responsibility in the Age of AI 🤖
3:33
🌿 From Plastic to AI: Innovating with Purpose: Embracing Responsibility in the Age of AI 🤖
Machine Learning 42 - Multi-class Classification Logistic regression - Intuition
25:04
Machine Learning 42 - Multi-class Classification Logistic regression - Intuition
Machine Learning 41 - Logistic Regression - Binary Classification - Intuition and sklearn model
23:04
Machine Learning 41 - Logistic Regression - Binary Classification - Intuition and sklearn model