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Saharsh1005/README.md

Hi! 👋 I completed my MS in CS at the University of Illinois, Urbana-Champaign, advised by Prof. Koustuv Saha and was awarded J N Tata Scholarship. My thesis focused on developing a human-in-the-loop framework for stereotype detection in Text-to-Image models, using LLMs as social bias judges.

Currently, delivering computer vision at scale at Dragonfruit AI. Previously, worked as a ML Engineer at Onward Assist (vision for pathology automation).

I hold a B.Tech in Computer Science from Manipal Institute of Technology.

Areas of focus: Machine Learning, Software Engineering, Computer Vision, LLMs, Systems

Grateful to my mentors: Prof. Koustuv Saha, Prof. Prerna Juneja, Prof. Derek Hoiem, Prof. David Forsyth, Prof. Rohitash Chandra, Prof. Radhika Kamath, Prof. Avinash Gupta, Harris Nissar, Yuqun Wu

Let’s build tech that makes a difference! 💡

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  1. bespokelabsai/curator bespokelabsai/curator Public

    Synthetic data curation for post-training and structured data extraction

    Python 1.6k 133

  2. autonomous-prompting autonomous-prompting Public

    Developing an autonomous system for prompt selection for Large Language Models (LLMs), enhancing performance across tasks by balancing generality and specificity. This project automates diverse, hi…

    Jupyter Notebook 1

  3. visual_odometry visual_odometry Public

    Exploring Various Methods for Stereo Vision and their Impact on Visual Odometry using the KITTI Dataset

    Python 1

  4. breakingBao breakingBao Public

    A comprehensive analysis of Bao, a learned query optimizer for PostgreSQL, tested on advanced workloads like nested queries and joins. Explores Bao’s robustness and adaptability using novel benchma…

    Python

  5. 3D_vision_fundamentals 3D_vision_fundamentals Public

    Notes on 3D scene representation techniques in computer vision, particularly focusing on Neural Radiance Fields (NeRF) and its enhancements. It also contains implementation insights, experiments on…

  6. hubmap-kaggle-competition hubmap-kaggle-competition Public

    Binary segmentation of multi organ tissue units while implementing latest vision transformer architectures

    Python 4 1