Balaji Kulkarni – Medium

Balaji Kulkarni

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MbeddedWithAI

Embedded Systems ❤️AI

This serves as an introductory article of MbeddedWithAI which is new sunshine that is gaining attraction in the field of Embedded Systems.

3 min readDec 29, 2020

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Embedded Systems ❤️AI

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Balaji Kulkarni
in
MbeddedWithAI

Neural Network Quantization Technique - Post Training Quantization

In continuation with Quantization and its importance discussed as part of Model Optimization Techniques. This article will deep dive into…

3 min readMar 12, 2022

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Neural Network Quantization Technique - Post Training Quantization

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Balaji Kulkarni
in
MbeddedWithAI

Model Optimization Strategies

What makes the difference when it comes to running a neural-net on a full-blown server as compared to an 8-bit microcontroller?

4 min readMar 28, 2021

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Model Optimization Strategies

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Balaji Kulkarni
in
MbeddedWithAI

Tiny AI Models

For someone who is closely following AI on Embedded systems topics would have definitely come across the terminology “Tiny or lightweight…

4 min readDec 29, 2020

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Tiny AI Models

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Balaji Kulkarni
in
MbeddedWithAI

Meet the Arduino Nano 33 BLE Sense

With the rise in the applications of AI and involvement from various industries, the focus on manufacturing with small form-factor is also…

2 min readDec 29, 2020

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Meet the Arduino Nano 33 BLE Sense

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Balaji Kulkarni

Transfer Learning using ResNet

Pre-trained ResNet50 with CIFAR100

3 min readOct 13, 2019

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Balaji Kulkarni

Balaji Kulkarni

An Embedded Software Engineer by profession and an AI enthusiast who enjoys exploring AI use-cases into the Embedded Systems space | Avid Reader | Hodophile

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