mitesh1612

Software Engineer @ Microsoft

MicrosoftHyderabad, India

Pinned Repositories

awesome
:sunglasses: Curated list of awesome lists
00
Better-Music-Recommendation
There are a lot of techniques for recommendation which use a collaborative or content based filtering methods. In this project we try to avoid the complexity of content based filtering method but achieve better results by using the play sequence of tracks to develop song-song similarities and then use it to regularize various matrix factorization methods for recommendation to improve recommendations.
Language:Jupyter Notebook31
EpubGenerator
A C# project that can generate a valid ePub file
Language:C#10
FluentDockerfileGenerator
A simple toy example of a fluent api to easily write a Dockerfile.
Language:C#30
Genetic-Algorithms-ML-Code
Practice code for all the chapters of the book "Genetic Algorithms and Machine Learning for Programmers"
Language:Python11
lost-and-found-iiith
A Lost and Found Website created using Node.JS and HTML/CSS/Bootstrap Frontend!
Language:CSS21
Mini-SQL-Engine
Created a working Mini SQL Engine in Python
Language:Python00
Neural-Network-and-CNN
Implemented a 3 Layer Neural Network from Scratch and Implemented Forward Pass of LeNet (a CNN) from Scratch
Language:Jupyter Notebook00
Perceptrons-and-LSA
Implemented Vanilla Perceptron, Voted Perceptron, LSA (Latent Semantic Analysis)
Language:Python00
Wiki-Search-Engine
A search engine created on wikipedia dump using python (from scratch) that indexes and retrieves documents fast. Indexing takes around 11 hours on a 56 GB Dump. Ranked Retrieval is done in about 5 seconds.
Language:Python01

mitesh1612's Repositories

mitesh1612/Better-Music-Recommendation
There are a lot of techniques for recommendation which use a collaborative or content based filtering methods. In this project we try to avoid the complexity of content based filtering method but achieve better results by using the play sequence of tracks to develop song-song similarities and then use it to regularize various matrix factorization methods for recommendation to improve recommendations.
Language:Jupyter Notebook31
mitesh1612/FluentDockerfileGenerator
A simple toy example of a fluent api to easily write a Dockerfile.
Language:C#30
mitesh1612/lost-and-found-iiith
A Lost and Found Website created using Node.JS and HTML/CSS/Bootstrap Frontend!
Language:CSS21
mitesh1612/EpubGenerator
A C# project that can generate a valid ePub file
Language:C#10
mitesh1612/Genetic-Algorithms-ML-Code
Practice code for all the chapters of the book "Genetic Algorithms and Machine Learning for Programmers"
Language:Python11
mitesh1612/BackgroundJobService
A PoC of implementing a basic BackgroundJobService from Scratch.
Language:C#00
mitesh1612/Neural-Network-and-CNN
Implemented a 3 Layer Neural Network from Scratch and Implemented Forward Pass of LeNet (a CNN) from Scratch
Language:Jupyter Notebook00
mitesh1612/Perceptrons-and-LSA
Implemented Vanilla Perceptron, Voted Perceptron, LSA (Latent Semantic Analysis)
Language:Python00
mitesh1612/Wiki-Search-Engine
A search engine created on wikipedia dump using python (from scratch) that indexes and retrieves documents fast. Indexing takes around 11 hours on a 56 GB Dump. Ranked Retrieval is done in about 5 seconds.
Language:Python01
mitesh1612/blog
My personal developer blog made using Fastpages.
Language:HTML1 41
mitesh1612/blog-old
My Personal Blog made using Gatsby.JS and using the Novella Narrative Theme
Language:JavaScript1
mitesh1612/blog2
My personal developer blog made using Fastpages.
Language:HTML2 01
mitesh1612/book-blog
A blog where I write about books, and share what I learnt from them.
mitesh1612/codefundo-2018
The repo for the CodeFunDo++ 2018 Submission
mitesh1612/Custom-Blockchain-Cryptocurrency
Created my own Blockchain and Cryptocurrency using Node.Js
Language:JavaScript
mitesh1612/Distributed-Platform
Built a Distributed Platform that is capable of managing & deploying tensor-flow models on it. The platform was built using micro-service based architecture with features like auto-scaling, scheduling, centralized logging, monitoring, notification, high-availability and fault tolerance.
mitesh1612/educative.io_courses
this is downloadings of all educative.io free student subscription courses as pdf from GitHub student pack
mitesh1612/Flask-Tutorial
Instructions and Demo Codes I made for the Flask Tutorial I made for Scripting TAship
Language:Python
mitesh1612/gatsby-theme-novela-example
An example repository showing how to gatsby-theme-novela
mitesh1612/HeadFirstDesignPatternsCode
Code for the Book HeadFirst Design Patterns written in C# by me
Language:C#
mitesh1612/hugo-blog
My blog, but implemented using Hugo instead of Gatsby
mitesh1612/Intro-to-Deep-Learning
This repo contains ipython notebooks to give preliminary introduction to freshers.
Language:Jupyter Notebook
mitesh1612/ipython-notebooks
A collection of IPython notebooks covering various topics.
Language:Jupyter Notebook
mitesh1612/Machine-Learning-From-Scratch
A repo of all the ML algorithms I try to implement from scratch
Language:Jupyter Notebook
mitesh1612/MitSharp
Collection of some C# classes and utilities I built for myself
Language:C#
mitesh1612/Multi-Arm-Bandits-and-Winnow
Implemented Various Multi Arm Bandit Algorithms like EXP3, UCB, Epsilon Greedy and Winnow's Algorithm for Classification from Scratch
Language:Python
mitesh1612/Parallel-Neural-Networks
Implementation of 3 Layer Neural Networks in C++ from scratch and Parallel Version of it using OpenMP (tasked with Handwriting Recognition)
Language:C++
mitesh1612/portfolio
My Personal Portfolio Site
Language:CSS
mitesh1612/practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Language:Jupyter Notebook
mitesh1612/project-based-learning
Curated list of project-based tutorials
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