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πŸ’« About Me:

πŸ”­ Currently pursuing my MCA from NITC and done my graduation in Physics, Math, Statistics from BHU.
🌱 I have gained pretty much good knowledge in DSA, Full stack development and Data science, along with core CS concepts like DBMS, OS, OOPS, Computer Networks.
🌱 I'm interested in both software development as well as creating ML models
🌱 I really enjoy creating software products that people going to use. I derive great pleasure from coding and brainstorming technical solutions for software. I love working on challenging projects, constantly learning about new technologies, may be this line feels a little bit praising yourself but it's true to some extend.
🌱 Along with these, I'm really a good at sports, i have won my medals and certificates in different sports like cricket, football, volleyball, etc.

My Academic Life in Nitc

My coding journey began in the first semester of my MCA program. I started with fundamental computer science subjects like logic design, Intro to programming in c, statistics, etc. This only semester was online so progress was a bit slow.

In the second semester(offline), We have DSA in C( theory + lab) it was most challenging but also most learning semester. Got to know about trees, graphs, disjoint set, hashing as well as created algorithms from scratch and different methods for processing and manipulation on these data structure. In this semester built my first web application, a "Hostel Management" system, using Ruby on Rails framework, learnt more about HTML, css, JS, and bootsrap my part was mostly fronted .Β This semester also saw me delve into MIPS assembly language as part course computer organization and architecture, I was pretty good in graph theory and my initial exploration of machine learning started into this semester. This was the most energetic semester made new friends as well did lots of learning compare to all others coming semesters(it was the best semester in all perspective).

The third semester focused on object-oriented programming (OOP) with a strong emphasis on both theoretical and practical aspects. Additionally, I studied Database Management Systems (DBMS), gained practical experience with operating systems (OS) and command-line interfaces (CLI), and continued honing my coding skills like DP. During this time, I completed several projects: OS Project: Developed an Enigma machine program for encoding and decoding messages at the kernel level.OOP Lab Project: Created a desktop application called "Lost and Found" using Java.

The fourth semester heavily emphasized data science and machine learning we had to build all basic ML models from scratch along with practical and theoretical lab test on each topic, complemented by courses on computer networks and the software development lifecycle. I also created a desktop application named "NITC Travel Together" in Java. Created Object classification Application using Deep learning

In the fifth semester, I continued to solidify my knowledge through data science and data mining practices. I also completed a DBMS lab project and built an "Online Blood Forum" application using Flask(Python framework), Html, css, js and SQLite.

sixth semester: I had to created a project on a remote sensing and machine learning related project focused on "Crop mapping using fused optical-radar dataset."

Along with study, there were many extracurricular activities like i played many tournaments including cricket, football volleyball. And many other things...

🌐 Socials:

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πŸ’» Tech Stack:

C HTML5 Java JavaScript Ruby Python CSS3 Bootstrap Express.js Flask WordPress MySQL Matplotlib NumPy Pandas scikit-learn TensorFlow LINUX GIT Shell Script Apache SQLite Keras

πŸ“Š GitHub Stats:




Prakash Singh's Projects

application-make-notes icon application-make-notes

This is my Second application in flask. I was learning flask from you tube, this project was there but i made lot of changes in it. This is simple CRUD based application where a user can create his account. then user need to login with his account user can create new note as well as can see and delete his/her previous notes.

chi_square_distribution icon chi_square_distribution

As a part of course CS4048D(Mathematical Foundations of Machine Learning) end semester project we needed to create a presentation on Chi-Square Goodness of Fit and implement the code in python, cosidering both case wheen we reject accept Null hypothesis and when we reject it.

cifr-10-image-classification icon cifr-10-image-classification

In this project i have used CIFAR image dataset of 50k for training and 10k for testing trained using ANN, CNN and transfer learning. With ANN(Artificial Neural Network) i got low accuracy of around 48.75%. Which is quite low Then With CNN( Convolutional Neural Network) I got quit satisfactory accuracy of 79.62% which is close to 80%.

dsa-in-c--lab icon dsa-in-c--lab

All assignments and answers submitted as part of DSA Laboratory CS2094D CSE NITC semester-2

eda-on-adult-income-dataset icon eda-on-adult-income-dataset

I have performed EDA on Adult Income dataset 32561 rows and 15 attributes, using logistic regression i have got accuracy 80% which is excellent with this model

eda-on-adult-income-dataset-logistic-regressin- icon eda-on-adult-income-dataset-logistic-regressin-

Dataset -- Adult Income About the dataset -- The Adult dataset is from the Census Bureau and the task is to predict whether a given adult makes more than $50,000 a year based attributes such as education, hours of work per week, etc..

flask icon flask

The Python micro framework for building web applications.

kmean-for-big-data icon kmean-for-big-data

As a part of course CS4038D (Data Mining) . Using research paper g8.pdf about ML model kmean++ to handle big data, needed to implement its coding in python, using it.

machine-learning icon machine-learning

Collage Assignment of on ML in python, created ML algo from scratch like (Linear , logistic, svm, decision tree, etc.

mips-assembly-programs icon mips-assembly-programs

Assembly programs written in MIPS as part of Computer Organisation and Hardware Lab course in S2 CSE NITC.

nitc-hostel-management icon nitc-hostel-management

It was a Group Project and it was my first project in web (I mostly worked on font-end ) Also worked a little on back-end overall it's great leaning experience. Technology used– Ruby on Rails, Html, CSS, Bootstrap, JS, MySQL, Ruby, vscode

notes icon notes

A basic description about how to get started with git and github

online-blood-forum icon online-blood-forum

The Online Blood Forum Project is a pioneering initiative driven by the vision to bridge the gap between blood donors and those in need of it by connecting them to the hospitals in their area.

oops-labs-in-java icon oops-labs-in-java

All assignments and answers submitted as part of OOPS Laboratory CSE NITC semester-3

tic-tac-toe icon tic-tac-toe

A Simple Tic Tac Toe game, in way to learn development using only js.

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