Hey! I am

Sagar Kumar

I'm a

About

About Me

A student, who is always eager to learn something, be it technology, sports, movies or books. Favourite book, movie, sport and technology : Alchemist, Avatar, Cricket, Blockchain.

  • Name: Sagar Kumar
  • Date of birth: March 30, 2001
  • Address: IIT Mandi, North Campus
  • Zip code: 175005
  • Email: kumarsagardse@gmail.com

Education

2019-2023

Bachelor of Technology in Data science and Engineering.

IIT Mandi

CGPA as of now : 7.74

2017-2019

High Schooling

KAUTILYA SR. SECONDARY

With main subjects as Physics, Chemistry and Maths. 92.3% which is Amongst top 5 perecntile in the whole country

Experience

March 2022 – May 2022 | India

Data Intern

Front Row

➔Clean and analyse data from multiple files.
➔ Automate the analysis of daily data on google sheets using python.
➔ Handle and analyse data on a daily basis to find optimal slots for sessions by particular experts.

Skills

Data Handling

90%

Deep Learning

80%

Python

95%

SQL

70%

TensorFlow

85%

C++

50%

CSS3

70%

Javascript

70%

Node.js

60%

Projects

2021

STOCK‑PREDICTION USING TWITTER AND HISTORICAL DATA

PYTHON, PYSPARK, BIG DATA, SENTIMENT ANALYSIS

➔ Stock market predection is done on the basis of twitter data of a particular company and historical data.
➔ Live streaming of tweets is feed into to predict latest sentiment and price corresponding to the historical data and twitter sentiment

2022

COMPARATIVE IMAGE CLASSIFICATION USING FCNN AND AUTOENCODERS

PYTHON, DEEP LEARNING

➔ A comparative analysis on image data set of two main deep learning algorithms.
➔ MINST Image data was used for training and testing of Feed Forward Neural Networks and Autoencoders.

2021

DEEPFAKE DETECTION

DEEP LEARNING, CNN

➔ A CNN model to detect deep fake images trained over 10,000 images with differend state of the art models.
➔ Achieved Accuracy : 88.7 precent on test data

2022

ALGORITHMIC TRADING USING CNN AND DEEP LEARNING

DEEP LEARNING, CNN, TECHNICAL INDICATORS, STOCK PRICING

➔ Converting stock market close data into 14×15 images using 14 different Technical indicators.
➔ Generating buy sell and hold signals using current close/adj close price of a given stock ticker.
➔ Achieved Accuracy : 91 precent on test data

2021

CHATBOT

DEEP LEARNING, NLP

➔ A telegram chat-bot to provide assistance to new batches with general queries
➔ Database created from scratch to perform NLP operations.

2021

COVID‑RESYST

PYTHON, SQLITE3

➔ A desktop application that provides information of available resources related to Covid Pandemic like Hospital Beds, Blood Donors etc.
➔ Search parameters can be pin code, or any resource one might need

Accessing projects

DEEPFAKE DETECTION

DEEP LEARNING, CNN

ALGORITHMIC TRADING USING CNN AND DEEP LEARNING

DEEP LEARNING, CNN, TECHNICAL INDICATORS, STOCK PRICING

Chatbot

DNN, NLP

COVID‑RESYST

PYTHON, SQLITE3

Contact

Contact Me

Contact me on any of the below mentioned places.

Address

IIT Mandi, North Campus, Himachal Pradesh, India

Github

sagarkumardse

Email Address

sagarkumar

LinkedIn

Profile