Hey SDS fam! š
The Pneumonia Detection Project has officially wrapped up, and Iām super excited about our results! š After tons of hard work, our final model hit some solid numbers:
š Precision: 0.88
š Recall: 0.87
š F1-Score: 0.87
š Accuracy: 0.88
H...
Excited to share another milestone in our journey! This week, I developed a Streamlit app to integrate the ETL process and display sentiment analysis results in a user-friendly interface. šØ The UI effectively showcases the workflow, and the results ...
Excited to share another milestone in our End-to-End Sentiment Analysis journey! This week, we tackled some critical challenges and made significant progress toward building a fully automated pipeline.
š§ This Week's Highlights:
ā Fixed Airflow DAG err...
Building on last week's announcement about kicking off our End-to-End Sentiment Analysis project, I wanted to share some exciting progress from this week!
š§ This Week's Highlights:
- Delivered a hands-on tutorial on setting up Apache Airflow for an ET...
š§ Phase 1: Setup in progress:
GitHub repo setup & project folder organization.
Virtual environment & library installations.
š„ Team Members Onboard:
SDS Project mentor: Shaheer Airaj Ahmed
Sivarama Venkatesa Ayyar, Henry Amakye-Ansah Darboh, Olivia Hinson , David Boules , Blake Lawall , Mouad Ait Khouya , Hari Kishan G , Kayode Saheed , SANTOSH DAS , Marcin Krawczyk , Sunita Varma , Jana ÄadĆkovĆ”, Ashokkumar Soundarajan venkatesan, Gabriela GutiĆ©rrez Olguin, Cholpon Zhakshylykova (Team Lead)
Weāre excited...
A great start to the project. What a turn over for the kick off meeting. So many curious questions and a great lively discussion everyone was having š
We are starting this week off by easing into the setup of our repos, project folders and environmen...
Iām thrilled to announce that weāve officially started our End-to-End Sentiment Analysis project this week! This marks my first opportunity to lead a project, and Iām incredibly excited for the journey ahead. A big thank you to Shaheer for the opport...
I am happy to rollout my very first AI app, the Creative Writing Assistant, that I have created thanks to the project I did under the able guidance of Shaheer Airaj Ahmed I was part of a wonderful team comprising of team Sivarama Venkatesa Ayyar , Patrick Edosoma , Martin Malorni and Tejinder Kaur
It has been a huge step for me perso...
Hi everyone,
Iām really happy to report that our team has successfully completed CP#18, a music genre classifier project, after five weeks of collaborative effort. We developed and deployed several models (with accuracies ranging from 70-90%), includi...
As shared in my earlier updates, the goal of this project was to create a seamless experience where users can input ingredients and receive detailed recipes along with realistic imagesāall powered by large language models (LLMs)and diffusion models.
T...
Over the past few weeks, Iāve taken some exciting steps into AI app development alongside a wonderful team Sivarama Venkatesa Ayyar, Ravi Venkatesan, Martin Malorni Tejinder Kaur and our dedicated project mentor Shaheer Airaj Ahmed . Iām thrilled to share that my Story Generator App is now live on Hugging Face Spaces! š
The app lever...
I just deployed my app to Hugging Face Spaces, and Iām encountering an issue with internet connectivity. Hereās the snippet of code thatās throwing an error:
response = requests.get("https://api.openai.com/v1/models", timeout=5)
if response.status_code...
I made tiny strides into AI App development over last few weeks with wonderful team Shaheer Airaj Ahmed (Project mentor), Patrick Edosoma , Tejinder Kaur, Ravi Venkatesan and happy share that my brochure generator app is now deployed to huggingface spaces.
The app is built using gradio, python and provide opt...
This week, I built a Gradio app with a chat interface for AI Recipe Generator using GPT-4 and DALL-E (with open-source alternatives to optimize costs). The app generates detailed recipes from ingredients and creates realistic dish images.
Look at the ...
The team is back from the holidays and is starting to get back into the groove of this.
We have officially concluded week 2 where we have built the back-end logic of our Gen AI applications and will move on to building the Gradio UI and eventually dep...