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Hey there šŸ‘‹

Iā€™m Jatin, an AGI Enthusiast with a strong desire to conduct research. My primary interests revolve around acquiring an abstract understanding of intelligence with the help of AI. This includes building SOTA algorithms from scratch, creating interpretable networks, and drawing analogies from neuroscience.

Currently pursuing my Master of Science in Computer Science at University of Massachusetts Amherst. I'm working on Mechanistic Interpretability with Prof. David Jenson and a collaborative project with Amazon to understand how LLMs work.

Iā€™m one of the Google DSC Solution Challenge ā€˜21 Global Winner, where I created a system to help Blind and Visually Impaired navigate their surroundings. I have also interned at AdSkate, Inc as a ML Research Intern solving various problems in automated image analysis and Multimodal algorithms.

I have worked in various Machine Learning Domains such as MultiModal AI, MultiDomain AI, Mechanistic Interpretability, Computer Vision, Natural Language Processing, Reinforcement Learning, and Time series Analysis.

You can contact me at: [email protected]

Some of my ongoing projects:

Mechanistic Interpretability for Language Models Biologically Inspired Models and Computation Continual and Lifelong Learning Efficient Deep Reinforcement Learning

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šŸ’¼ Skills

Code

Python R C++ C LaTeX MySQL Flutter OpenCV ROS Jupyter Notebook Git

ML/DL

PyTorch Keras TensorFlow Pandas

Desgin

Adobe Illustrator Adobe After Effects

Jatin Nainani's Projects

agidowntoml icon agidowntoml

Place to store all the ML/DL concepts learned through various courses and projects.

braydoncoyer icon braydoncoyer

My GitHub Profile README! Learn how to build it yourself by scrolling to the bottom of the README and following the link!

cladder_experiments icon cladder_experiments

Replication of evaluating Causal Reasoning in LLMs, how do they achieve these results?

convolutional-coding icon convolutional-coding

Digital Communication Project, abstract: Implementation of Convolutional Encoder and Decoder for 2 Memory Unit and 2 Output Unit with a bit rate of 1/2. Also implementation of decoder using Viterbi Algorithm and 2-PAM modulation for bit transmission.

crypto-trading-rl-environment icon crypto-trading-rl-environment

A Crypto-trading reinforcement learning that explores the potential of using RL agents on a trading environment with multiple markets.

dsa icon dsa

Data Structures and Algorithm Practice

dsceksu-laravel icon dsceksu-laravel

Developer Student Club (DSC) Ekiti State University (EKSU) chapters laravel website because we are a Wakanda of student developers and future technology leaders from all across Africa.

energypleasantnessmap icon energypleasantnessmap

Random code for tracking energy and pleasantness. Being mindful to take the right steps to increase productivity

gptfromscratch icon gptfromscratch

This is initially a follow along of Andrej Karpathy's lecture on nanogpt and then, a playground to mess around and learn more about transformers

gre_prep icon gre_prep

This is a guide for how one can prepare for GRE within a month's duration.

green-signal icon green-signal

Ambulance Guidance System as an add-on to Google Maps for Lighting Emergency Response

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