Automating audio generation
From text , generate audio files and publishing them to webapp
Deploying scripts as an API in Azure
Deploying local python scripts and converting them as an API.
Learning how to build an recommendation system from initial signals
From a few initial adopters of a product, how we can target new set of users who are more likely can use the product
Building windows app and publishing to app store.
"Exploring the fundamentals of building an .exe file from scratch, including C++ compilation, object files, linking, DLLs, and more."
Stanford CS229: Machine Learning Course
CS229 provides a broad introduction to statistical machine learning (at an intermediate / advanced level) and covers supervised learning (generative/discriminative learning, parametric/non-parametric learning, neural networks, support vector machines); unsupervised learning (clustering, dimensionality reduction, kernel methods); learning theory (bias/variance tradeoffs, practical ); and reinforcement learning among other topics
Best LLM Prompt for understanding any concept in-depth
Use this prompt for gathering information all at one place
Introduction to TensorFlow on Google Cloud
Diving deep into a Google Skill boost
Diving deep into Tiktok recommendation engine
Going deeper into the video rec repo Monolith and paper produced by Bytedance
Basics of Azure AI foundry
Researching on Foundry tool kit in azure and its usecases and implementing real world projects
Reading on MEDICAL ERROR DETECTION AND CORRECTION IN CLINICAL NOTES
This blog explores a paper on detecting and correcting medical errors in clinical notes using Large Language Models (LLMs)
Apache Airflow - open source orchestration engine
Architecture of Apache Airflow, how DAGs help design complex flows and dependencies, and how we can leverage Apache airflow to train a ML Model and monitor.
Taking the Azure Fabric Ignite Edition Challenges to Complete
Microsoft Learn Challenge conducting a challenge to get good in few of the challenges which are super useful to complete to gain knowledge on Microsoft Fabric.
Exploring different services in GCP
Exploration and documentation of different services offered in GCP
Starting a company in India
Documenting the process of starting a company in india
Exploring Azure Data Explorer and Best Practices
Documenting the architecture, best practices, and query syntax for ADX in Azure
Google 5 Day Gen AI course with interactive hands-on practice
Google and Kaggle provided good summary course on Gen AI , the blog contains details and highlights of the course.
RAG architecture basics and workings
Using RAGS to retrieve information from documents and provide answers using foundational LLMs
AI Voice chatting to help with Customer support use-cases
Using current speech augmented LLMs (SpeechLLMs) with realtime voice modality to understand user issues and to provide support and solutions.
Audio to Video Generation Using Replit AI and Deploy as an Azure Webapp
Tool to convert an uploaded audio mixed with an image and generate a video format with image and uploaded audio in the video format.
Deploying Web Applications in Azure with Docker
Learn how to containerize your application using Docker and deploy it seamlessly to Azure App Services.
Orchestrating ML Pipelines with Azure Data Factory
Leveraging Azure Data Factory for Scalable and Efficient Machine Learning Workflows
Developing a Astrology webapp version 1.
Initial version 1 of Astro app hosted at astroyuga.com
Improving the UI of this blogging app - V2
Changing the UI layout and improving the experience by modernizing the UI with custom styling
Leveraging CURSOR and Azure Services for Rapid Web Deployment
Accelerating Development and Deployment Cycles with AI Tools