Websites
Summary
Overview
Work History
Education
Skills
Accomplishments
Certification
Projects
Hi, I’m

Ritam Halder

Student
Kolkata,West Bengal
Ritam Halder

Websites

Summary

I'm a B. Tech student majoring in Artificial Intelligence and Machine Learning, deeply passionate about data science's transformative potential. With a strong foundation in Python, R, and machine learning frameworks, I aspire to contribute to innovative projects that drive meaningful change. Dedicated to achieving demanding development objectives according to tight schedules while producing impeccable code.

Overview

1
year of professional experience
3
years of post-secondary education
6
Certificates

Work History

Cybernix Club

Machine Learning Lead
01.2022 - 01.2023

Job overview

  • Lead and organized team of data science enthusiasts, mentoring members, and coordinating ML-related events and workshops
  • Fostered interdisciplinary collaboration within the club, enhancing members' skills through knowledge-sharing sessions and workshops while achieving successful project outcomes
  • I actively participate in Kaggle competitions and host coding competitions in my college.

Education

Netaji Subhash Engineering College

B. Tech from Artificial Intelligence and Machine Learning
08.2021 - Current

University Overview

  • Member of the ML team at Cybernix club which is a part of the Phoenix club.
  • 1st year YGPA : 9.45
  • 2nd year YGPA : 7.88
  • 5th semester SGPA: 8.50

Burikhali K.M Institution

Higher Secondary Education from Science

University Overview

  • Percentage: 89%
  • Board: WBCHSE

Skills

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Accomplishments

Attended the seminer on “QUANTUM INTELLIGENCE”

Completed a focused IoT training with a hands-on project, developing a Vehicle Tracking System. Demonstrated expertise in sensor integration, wireless communication, and real-time analytics.

Certification

Natural Language Processing with Classification and Vector Spaces

Projects

  • CO2 Emission Prediction (SVM),

The CO2 Emission Prediction project employs Support Vector Machine regression to tackle the critical challenge of forecasting carbon dioxide emissions in urban environments.

https://github.com/RitamHalder/Data_Science_ritam_1st/blob/main/Determining_CO2_Emissons.ipynb

  • COVID-19 Sentiment Analysis (LSTM),

Analyzed public sentiment on COVID-19 data using LSTM for insights into public perception and concerns. This is a NLP related project using TensorFlow's KerasNLP API. The COVID-19 Sentiment Analysis (LSTM) project is developed on a dataset which is collected from twitter. This data-driven initiative gauge public sentiments and emotional responses during the pandemic.

https://github.com/RitamHalder/Data_Science_ritam_1st/blob/main/Sentiment_analysis on Covid19.ipynb

  • Tesla Stock Price Forecast (ARIMA),

The Tesla Stock Price Forecast project employs ARIMA modeling to predict Tesla's stock price movements. By analyzing historical stock data, this project aims to provide valuable insights for investors and traders.

https://github.com/RitamHalder/Data_Science_ritam_1st/blob/main/Time Series Analysis.ipynb

  • Fraud detection using LightGBM,

Utilizing LightGBM, this project tackles fraud detection in diverse payment categories, including debit, cash out, cash in, and transfers, using a substantial dataset comprising over 6.3 million samples. It bolsters financial security by swiftly identifying and preventing fraudulent activities in these payment channels.

https://github.com/RitamHalder/Data_Science_ritam_1st/blob/main/Fraud_detection_using_LightGBM.ipynb

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