A(I)rt on the frame
vishwanath The Samsung frame TV has a brilliant Art Mode, that I really enjoy, that adds to home decor and more importantly displays high-quality artwork. The 4K QLED transforms my wall…
Aristotle – The WhatsApp AI Bot in Python
Playing around with the Chat GPT, Bard user interfaces has been fun but I end up using the Meta AI chat a lot more since the interface it uses seems…
Deep Learning generated guitar solo on Hi Phi Nation podcast
One of my older tracks (trained on a LSTM) to generate a 80s shred inspired guitar solo ( mostly done for laughs and quite embarrassing in hindsight 🙂 ) got…
Tenacity for retries
I discovered Tenacity while encountering a bunch of gobbledygook shell and python scripts crunched together that ran a critical data pipeline and had to figure out a quick retry logic…
Asynchronicity with asyncio and aiohttp
The usual Synchronous versus Asynchronous versus Concurrent versus Parallel is a topic in technical interviews that usually leads to expanded conversations in the candidates overall competency on scaling and leads…
Merkle Trees for Comparisons – Example
A hash-based comparison approach like Merkle tree would help quickly compare two copies of a range of data on different replicas. This is also a core part of blockchains like…
Text Summarizer on Hugging Face with mlflow
Hugging Face is the go-to resource open source natural language processing these days. The Hugging Face hubs are an amazing collection of models, datasets and metrics to get NLP workflows…
Spotify Recommender API Call
One of the key things here is to generate seeds for the recommendations, this can be done by using endpoints like Get a User’s Top Artists and Tracks to obtain…
ONNX for ML Interoperability
Having been a Keras user since I read the seminal Deep Learning with Python , I’ve been experimenting with exporting formats to different frameworks to be more framework-agnostic. ONNX (…
Deep Learned Shred Solo
Music generation with Recurrent Neural Nets has been of great interest to me with projects like Magenta displaying amazing feats of ML-driven creativity. AI is increasingly being used to augment…