Mohammad Ausaf's Projects
A submission for Adobe analytics challeng 2022.
Tried Torch Audio library in an attempt to do Audio Fingerprinting.
Repo 1 of End-to-End Machine Learning Project aiming to solve the problem of identification of medicinal herbs.The Application uses ResNet trained on custom dataset, a validation accuracy of 96%. The training and testing dataset contains over 1500 images across 30 medicinal herb species.
Repo 2 of AushadHub, a FlaskApp with HTML, CSS and Javascript as FrontEnd. This is client side FrontEnd which posts the Image input to endpoint of FlaskApp hosted on google cloud for preprocessing and Inferencing.
Examples showing how to use the OpenAI vision API to run inference on images, video files and webcam streams
Classic Credit Card fraud detection project.
Project Repository for the major project in 2024 Batch. PCS24-26
Repo creating a document QA bot using LangChain, PineCode and indexing rather than finetuning.
In browser Wikipedia style quick loookup, LLM and Wiki based quick search extension. Open-Source, Contributions, Forkes and Suggestions welcomed. Temp API below
End to End Classification process on Food 101 Dataset
A pose detection cum timer implementation, however focused on preprocessing of the feed beforehand to filter feed fluctuations.
Code for the note storing flask web app made during a YouTube video.
Sample code and notebooks for Generative AI on Google Cloud
Performed Data Cleaning on a quite messy datase, performed analysis and built ML models.
A custom NLP template implementing Text classification and Sentiment Analysis using Hugging Face Transformer.
Literature Reviews for research papers in Machine Learning, Artificial Intelligence and Computer Vision Field.
Template Code for working and finetuning a LLM for custom dataset, here a artificially generated dataset ( couldn't find a real one).
Papers I already have or going to read
Tensorflow implementation of MIRNet for Low-light image enhancement
A possible tool for assistance in Alternative Medicine using DeepLearning models of Resnet-50, looking to try more algorithms especially VGG16. If someone has any suggestions please feel obliged to guide me .
Did EDA on Play Store Data. Used some references from kaggle notebooks .
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent