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Init Deep Dive
Technical deep dives into software engineering, data engineering, and data science.
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Voice Cloning with Tacotron2 and HiFi-GAN
Voice Cloning with Tacotron2 and HiFi-GAN
Fine-tuning Text-Wav and Wav-Speech models
Rohan Kotwani
Aug 9
[Full Stack] Creating a Transactions Database with Bare Bones AWS Services for a Hypothetical Web…
[Full Stack] Creating a Transactions Database with Bare Bones AWS Services for a Hypothetical Web…
Integrating a Web App with DynamoDB, API Gateway, and Cognito
Rohan Kotwani
Jul 27
[Rust] Serving Llama 3 Quantized (GGUF) on GPU with Candle-RS and Tide
[Rust] Serving Llama 3 Quantized (GGUF) on GPU with Candle-RS and Tide
Serving Quantized Llama 3 Model on a GPU on Windows 11
Rohan Kotwani
Jul 20
Testing AWS Lambda with Docker Golang on Windows 11 Locally
Testing AWS Lambda with Docker Golang on Windows 11 Locally
The setup for testing AWS Golang Lambda locally on 7/17/2024
Rohan Kotwani
Jul 17
[Rust] Video Frame Extraction Speed Comparison
[Rust] Video Frame Extraction Speed Comparison
FFMPEG-Next vs OpenCV vs Video-RS
Rohan Kotwani
Jul 9
Setting up a Dev Container on Windows 11 for Rust Development
Setting up a Dev Container on Windows 11 for Rust Development
LLVM, FFMPEG, and OpenCV on Windows 11 in a Dev Container
Rohan Kotwani
Jul 8
[Rust] Viz-RS for Blog Web App Dev
[Rust] Viz-RS for Blog Web App Dev
A noob’s review of viz-rs for its easy of use to build full-stack rust web apps
Rohan Kotwani
Jun 27
[Rust] Comparing Rustformers and Candle for LLM Inference
[Rust] Comparing Rustformers and Candle for LLM Inference
Running Meta/Llama Models Locally
Rohan Kotwani
May 30
Building a CI/CD Pipeline for a Flask-React OpenAI Web App with AWS Golang CDK
Building a CI/CD Pipeline for a Flask-React OpenAI Web App with AWS Golang CDK
This article combines and modifies the AWS Go CDK “codepipeline-build-deploy” example and a “react-flask-app” example to create a simple…
Rohan Kotwani
Dec 10, 2023
API Speed Tests of Python-Rust Extensions in AWS Lambda
API Speed Tests of Python-Rust Extensions in AWS Lambda
Rust is a new-ish programming language that has the potential to displace other programming language in the data engineering space. This is…
Rohan Kotwani
Nov 24, 2023
Creating A Real-Time (Fine-Tuned) GPT-2 Chatbot in World of Warcraft
Creating A Real-Time (Fine-Tuned) GPT-2 Chatbot in World of Warcraft
I created a “fine-tuned” chat bot, with GPT-2, to responded to players in a video game called world of warcraft (WoW). Why am I doing this…
Rohan Kotwani
Mar 7, 2023
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