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Hey 👋 ! Welcome to my codebase, let's fix some bugs.

I'm an undergrad student 👨‍🎓 at IIITDM Jabalpur pursuing B.Tech.

  • I'm interested in studying AI and implementing deep learning methods to social issues.
  • I'm fluent in python and C++. I also do competitive coding sometimes.
  • I contribute to open source whenever I can.
  • Apart from this, I love to read novels, and watch movies and shows 🤩.

Technical Skills
Languages : python, C++, MATLAB, HTML, CSS, Octave
Tools/Libs : pandas, numpy, opencv, tensorflow, pytorch, matplotlib, jupyter, scikit-learn, dash, flask, APIs, GCP, IBM Cloud, Bash

Feel free to reach out if you want to do research on any deep learning paradigms together or you have a nice project idea to implement. I am always open for discussions on deep learning papers and science fiction(specially time travel).


Interests
- Deep learning in computer vision
  - Low light images
  - Denoising images
  - Attention in visual domain (Image captioning)
  - Video analysis with attention
- Time Series Analysis
  - Comparative study with classical methods
  - ESN method specially in the context of financial data modelling
  - Improving RNN based approaches
- Hyperparameter optimization 
- Self ensembling approaches
- Low code(high level APIs) or code generation ideas
- Graph Neural Networks

How to reach me

Aditya Vats's Projects

99-ml-learning-projects icon 99-ml-learning-projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects

airflow icon airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

appsmith icon appsmith

A low code way to build dashboards, workflows, forms, and any internal tool.

appwrite icon appwrite

Appwrite is a secure end-to-end backend server for Web, Mobile, and Flutter developers that is packaged as a set of Docker containers for easy deployment 🚀

bootcamp icon bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

bs-api icon bs-api

BiteSpeed Backend Assignment Task

cccatalog icon cccatalog

Mapping the commons towards an open ledger and cc search.

cccatalog-frontend icon cccatalog-frontend

CC Search is a search tool for CC-licensed and public domain content across the internet.

ccos-scripts icon ccos-scripts

Scripts used to maintain various pieces of CC's open source presence.

coala icon coala

coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming languages you use.

competitive-programmming icon competitive-programmming

Questions solved from Various Coding websites viz. HackerRank, HackerEarth, CodeChef, CodingNinja and other websites. This repository also contains Questions from various offline and onsite competitions. Programs that we find in the competitions and some brainstorming questions

competitive_programming icon competitive_programming

Questions solved from Various Coding websites viz. HackerRank, HackerEarth, CodeChef and other websites. This repository also contains Questions from various offline and onsite competitions.

cs-algorithms icon cs-algorithms

💻 Algorithms that you must know as computer science student

dash-docs icon dash-docs

:book: The Official Dash Userguide & Documentation

docs icon docs

Mattermost documentation

docs-1 icon docs-1

Documentation, API reference, and code snippets for NativeScript

dx-scanner icon dx-scanner

CLI tool that allows you to measure quality of a team work and an app based on your source code.

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