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Akshay Ballal profile picture

Akshay Ballal

I write about AI and ML with a hint of Rust

Location Eindhoven, Netherlands Joined Joined on  Personal website https://www.akshaymakes.com github website twitter website

Education

Eindhoven University of Technology

One Year Club
Writing Debut
8 Week Writing Streak
4 Week Community Wellness Streak
2 Week Community Wellness Streak
4 Week Writing Streak
1 Week Community Wellness Streak
Build ReAct Agents using SLMs from Scratch

Build ReAct Agents using SLMs from Scratch

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Comments 4
6 min read

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Vector Streaming with EmbedAnything

Vector Streaming with EmbedAnything

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Comments 2
4 min read
Reinforcement Learning from Scratch - Part 3 - REINFORCE Algorithm

Reinforcement Learning from Scratch - Part 3 - REINFORCE Algorithm

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12 min read
Using YOLO with CLIP to improve Retrieval

Using YOLO with CLIP to improve Retrieval

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6 min read
Reinforcement Learning from Scratch - Part 2 - Deep Q Learning

Reinforcement Learning from Scratch - Part 2 - Deep Q Learning

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13 min read
Reinforcement Learning from Scratch - Part 1 - Tabular Q Learning

Reinforcement Learning from Scratch - Part 1 - Tabular Q Learning

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10 min read
Supercharge your Tests with CodiumAI Cover-Agent

Supercharge your Tests with CodiumAI Cover-Agent

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8 min read
Introducing EmbedAnything

Introducing EmbedAnything

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3 min read
Building an AI Game Bot 🤖 Using Imitation Learning and 3D Convolution ResNet

Building an AI Game Bot 🤖 Using Imitation Learning and 3D Convolution ResNet

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13 min read
How to Train your Transformer 🐲

How to Train your Transformer 🐲

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5 min read
I used CodiumAI's PR Agent, and I love it

I used CodiumAI's PR Agent, and I love it

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9 min read
Deep Q Learning with PyTorch

Deep Q Learning with PyTorch

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7 min read
Maze Solving Robot with Reinforcement Learning - Part 2

Maze Solving Robot with Reinforcement Learning - Part 2

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9 min read
Maze Solving Robot with Reinforcement Learning - Part 1

Maze Solving Robot with Reinforcement Learning - Part 1

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7 min read
Experiment Tracking and Hyperparameter Tuning with TensorBoard in PyTorch 🔥

Experiment Tracking and Hyperparameter Tuning with TensorBoard in PyTorch 🔥

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6 min read
Building a Vision Transformer from Scratch in PyTorch 🔥

Building a Vision Transformer from Scratch in PyTorch 🔥

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14 min read
How to Deploy LangChain App 🐦🔗 as an API

How to Deploy LangChain App 🐦🔗 as an API

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5 min read
From the Shadows to the Spotlight : Unveiling the Untold History of Deep Learning

From the Shadows to the Spotlight : Unveiling the Untold History of Deep Learning

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Comments
6 min read
Beyond OpenAI: Harnessing Open Source Models to Create Your Personalized AI Companion 🤖

Beyond OpenAI: Harnessing Open Source Models to Create Your Personalized AI Companion 🤖

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8 min read
Build your own YouTubeGPT using LangChain and OpenAI 🦜🔗

Build your own YouTubeGPT using LangChain and OpenAI 🦜🔗

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8 min read
Deep Neural Network from Scratch in Rust 🦀- Part 5- Training and Inference

Deep Neural Network from Scratch in Rust 🦀- Part 5- Training and Inference

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5 min read
Deep Neural Network from Scratch in Rust 🦀- Part 4- Loss Function and Back Propagation

Deep Neural Network from Scratch in Rust 🦀- Part 4- Loss Function and Back Propagation

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7 min read
Deep Neural Network from Scratch in Rust 🦀 - Part 3- Forward Propagation

Deep Neural Network from Scratch in Rust 🦀 - Part 3- Forward Propagation

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7 min read
Deep Neural Network from Scratch in Rust 🦀 - Part 2- Loading Data and Initializing an NN Model

Deep Neural Network from Scratch in Rust 🦀 - Part 2- Loading Data and Initializing an NN Model

24
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6 min read
Deep Neural Network from Scratch in Rust 🦀 : Part 1- Basics of Neural Network

Deep Neural Network from Scratch in Rust 🦀 : Part 1- Basics of Neural Network

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Comments 2
5 min read
How to Build an AI-Powered Game Bot with PyTorch🔥and EfficientNet

How to Build an AI-Powered Game Bot with PyTorch🔥and EfficientNet

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16 min read
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