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Name: Sneha Tiwari

Type: User

Company: @ohh_my_dude

Location: Bhopal

👋 Hello, I’m Sneha
I’m currently working on Pose Estimation and Machine Translation. Tech Stack: Keras, TensorFlow, OpenCV
Research Areas: Intelligent Systems(AI/ML, NLP, Speech, Text), Blockchain Technology

Work Done:

Object Pose Estimation

Computer Vision
• Completed a project on pose estimation, implementing chessboard pose
and human pose estimation using OpenCV.
• Developed skills in computer vision techniques, including camera calibration,
depth mapping, and machine learning for keypoint detection

Machine Translation (English to Spanish) 

Natural Language Processing
• Implemented a transformer-based machine translation model, outperforming
  the RNN-based model with a BLEU score of 0.72 on the same dataset.

Sentence Similarity

Natural Language Processing  
• Analysed various sentence similarity algorithms and performed 
performance measurements using Python.
• Focused more on Semantic Similarity than Syntactic to create 
a fast and accurate retrieval system. Done analysis on SICK
Dataset and achieved an accuracy of 95.4%.


POS TAGGING

Natural Language Processing
• Build a POS tagger to distinguish the various meaning of the
same word at different places by using HMM.
• Done analysis on the Viterbi algorithm to make the retrieval system
fast and accurate.

Blockchain – A Public Distribution System

Blockchain, Python, Firebase
• Developed a Public Distribution System using Blockchain
Technology.
• Implemented Blockchain using Python and added Firebase to
store all the transactions.

Paper Publication: "POS Tagging in Natural Language Processing" Computational Optimization, Modelling and Simulation: Recent Trends and Challenges || Shaastrarth ‘22.

https://drive.google.com/file/d/1xLYZ-Yj_beeVxOO5VmcRZgdaxG3qpEl4/view?usp=sharing
Resume: https://drive.google.com/file/d/13M-aq3nKkiywlHYlYi072sc_sNfalHkz/view?usp=sharing
Coding Profiles:

Codechef: https://www.codechef.com/users/ohhmydude

Hackerrank: https://www.hackerrank.com/ohhmydude

GFG: https://auth.geeksforgeeks.org/user/omd

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Sneha Tiwari 's Projects

3d_pose_estimation

This is the code for "Machine Vision" By Siraj Raval on Youtube

a-hands-on-introduction-to-reinforcement-learning-rl-with-python

We will get introduced to reinforcement learning and also implement a simple example of the same in Python. It will be a basic code to demonstrate the working of an RL algorithm. Brief exposure to object-oriented programming in Python, machine learning, or deep learning will also be a plus point.

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

arduinooncloud

batterysocestimation

bhai-lang

A toy programming language written in Typescript

blockchain-a-public-distribution-system

blog-posts

This repository hosts all the blog posts on machine learning, deep learning and statistical modeling.

bootstraping

FML

daily-coding-problem

Solutions to problems sent by dailycodingproblem.com

datadata

datamodellingassign2

dataset-sts

Semantic Text Similarity Dataset Hub

diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

e-commerce

esim-cloud

A web-based system for designing and simulating electronic (eSim) and Arduino circuits.

fastbook

The fastai book, published as Jupyter Notebooks

free-programming-books

:books: Freely available programming books

gee

git

googlehashcode2022-qualifications-rounds-

This is the repo for the google hash code qualification rounds

gradioxtransformerstranslation

hatexplain

Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.

house_price_predictions-neural_networks

Built a Neural Network from scratch and used different optimization techniques to predict if the house prices in the given data with 10 input features is above the median price or not!

how_to_make_a_language_translator

This is the code for "How to Make a Language Translator - Intro to Deep Learning #11' by Siraj Raval on YouTube

html-css_1

image-formation-and-camera-calibration

A comprehensive tutorial series on Image Formation and Camera Calibration in Python with example

image-processing-fundamentals

Implementation of various Image Filtering Techniques.

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