Name: Akshat Surolia
Type: User
Company: Wysa
Bio: Data Scientist, Specialized in Python, Hands on experience in Machine Learning, Computer Vision, Natural Langugage Processing and Recommendation Systems.
Twitter: AkshatSurolia
Location: India
š Iām currently working on Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Audio Processing and Recommendation Systems
šØāš» All of my projects are available at https://www.akshatsurolia.com
š¬ Ask me about Python, SQL, React
š« How to reach me [email protected]
š Know about my experiences https://www.akshatsurolia.com/static/media/Akshat_Surolia_Resume.d3f7a1d7204203cc3df5.pdf
ā” Fun fact Music | Anime | Dance | AI | Dogs | Stars
3d-photography-with-image-inpainting-and-depth-estimation
Sensing Depth from 2D Images and Inpainting Background behind the Foreground objects to create 3D Photos with Parallax Animation.
ace-tech
AceTech is a chat bot used as web extension to serve tech and programming queries with concise answers up to 100 words and video/articles cards. It is implemented in Python and Dialogflow with real time web scraping and applying NLP techniques for query based extractive summarization, deployed in Heroku using Flask API.
asianzeus
This is my profile ReadMe
audio-classification
Classifying Music Genre with Urban Sound Dataset, Preprocessing with Librosa and Torch audio, Model made in Tensorflow and PyTorch
clinical-icd10-code-prediction
This repository includes API to get ICD-10 codes from descriptions. The Model is a transformer based on BERT. The embeddings are being finetuned based on the following paper: https://arxiv.org/abs/1904.03323 .
digitalizing-prescription-image
PIRDS - Prescription Image Recognition and Digitalizing System is a OCR make with Tensorflow that digitalises images of Prescription of Handwritten Texts by Doctors.
diverse-facial-edit
Diverse Facial Edit with StyleGAN, StyleGAN2, StyleClip with ViT, and Other Features like Background Removal and Face Swap
edversity
Educational Android App for Kids with various fun activities
face-mask-detection
Face Mask Detection API powered by FastAPI, RetinaFace Detector and Res10.
facemask-classification-models
This repository holds the downstream task of Face Mask Classification performed on Self Currated Custom Dataset with various State of the Art deep learning models like ViT, BeIT, DeIT, LeViT, ConvNeXt, VGG16, EfficientNetV2, RegNet and MobileNetV3.
image-enhancement-and-super-resolution
Image Enhancement, Contrast, Illumination, Saturation Adjustment and Noise Reduction and Upscaling with GANs.
instaaccanalytics
Instagram Analytics to check followers/ Unfollowers, Download Media etc.
maze-runner
Maze Runner is based on Travelling Salesman Problem, to minimize the travelling cost to find the best possible solution. The user input maze image of m x n dimension which is converted to a graph, extracting the nodes and making connections which is used to traverse the maze via different algorithms. So, the user can compare different algorithms to get the most efficient path, while generating nodes in a graph. The maze can be a source to find the shortest easy path, from the multiple path that leads to the solution.
miscellaneous-java-projects
Advance Calculator with gradient flowing GUI and Advance Notepad
ooze-handwritten-text-generator
This is an TensorFlow Implementation of Ooze - Handwritten Text Generator by Akshat Surolia, This is an Image to Image translation approach to generate realistic hand written sentences by taking text as an input.
personal-voice-assistant
Personalized voice assistant 'Alice' with Language classification, Speech Recognition, Machine Translation, Restoring Punctuation, Conversational and Speech Synthesis.
portfolio-backend
My Portfolio Backend made with FastAPI with custom validation by Pydantic Models, supported by frontend made with React, Deployed on Heroku.
portfolio-blog-with-next-js
Blog for my Portfolio made with Next JS, GraphQL and TailwindCSS
portfolio-frontend
My Portfolio Frontend made with React designed with Material UI, supported by backend made with FastAPI, Deployed on Netlify.
pytorch-models
This repository contains PyTorch implementation of various architectures and some helper functions for data augmentation, custom dataset building etc...
real-time-call-transcription-and-sentimental-analysis
Real Time Call Transcription and Sentimental Analysis, Call Initiates with Twilio, Streams in MuLAW, Preprocessed and converted into .wav, Transcribed with Wav2Vec2.0 and Analysing sentiment with BERT.
recommendation-system-based-on-artist-and-music-embeddings
Recommendation System based on Artist and Music Embeddings
recommendation-system-with-personality-evaluation-and-user-embeddings
This repository contains recommendation system for dating apps based on personality evaluation by automatic question generation and sentiment + zero shot classification and user embeddings based on swipe history, made with FastAPI, validated by Pydantic Models
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
š Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ššš
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ā¤ļø Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
