Predicting AI bias using SAEs
Published:
A comparative analysis of how Sparse Autoencoders and MLP activations encode gender information inside LLMs.
Posts by Collection
portfolio
Automated Image Captioning
Published:
Using Attention to predict image captions with greater accuracy.
Transfer Learning for Image Classification
Published:
Fine-tuning ViT and ResNet for image classification on Google Cloud.
Automatic Summarization of Job Description with LLMs
Published:
A workflow to fetch and summarize job descriptions with Llama 3-70B.
Beyond Lang
Published:
Voice calling with real-time speech translation and transcription.
Minimizing Power Plant Externalities
Published:
Using simulations to optimize power plant location for minimal externality.
Web-based Accounting System
Published:
One-stop shop for managning and reconciling financial trades.
Volatility Prediction in Financial Markets
Published:
Using an ensemble of GARCH to predict financial volatility with greater accuracy.
publications
Applications of Operations Research in Minimizing Emission related Externalities of Power Plants
Published in International Journal of Scientific Research and Engineering Development, 2019
Minimizing Toxic Exposure from Power Plants
Recommended citation: Doshi P et al. (2019). "Applications of operations research in minimizing emission related externalities of power plants." International Journal of Scientific Research and Engineering Development.
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talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.