Summary
Overview
Work History
Education
Skills
Projects
Publications
Certification
Websites
Timeline
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Ankit Kumar Das

Noida

Summary

Dynamic Junior Research Fellow from Amity University with a robust background in Machine Learning and Deep Learning. Excelled in developing high-accuracy models and significantly reducing computational times. Proven analytical prowess in NGS data analysis at T-CAG LifeSciences, coupled with effective problem-solving and data visualization skills. Achieved a standout 95% accuracy in a pioneering hand gesture recognition project.

Overview

2
2
years of professional experience
1
1
Certification

Work History

Junior Research Fellow

Amity University
Noida
06.2024 - Current
  • Developed a Deep Learning model for attention-based hand gesture recognition using Multi-sensor Data, achieving 95% accuracy
  • Additionally, created various Transfer Learning, Multi-label, and Transformer models with over 85% accuracy, reducing computational processing time by 50% through optimization of machine learning algorithms

NGS Data Analyst Intern

T-CAG LifeSciences
Noida
06.2023 - 07.2023
  • Analyzed Next-Generation Sequencing (NGS) data to profile cAMP pathways in Mus musculus phenotypes, utilizing Linux and specialized bioinformatics tools for comprehensive data analysis.
  • Reduced data processing time by 40% through optimization of bioinformatics analysis techniques, successfully identifying 4-5 specific cAMP protein pathways through advanced computational methods

Data Analyst Intern

Brainware University
Kolkata
08.2022 - 12.2022
  • Performed in-depth data analysis on a dataset of 15 college student records
  • Utilized Python for processing and visualizing data on student commuting
  • Produced insights to increase planning and engagement efficiency by 60%.
  • Created 2-3 comprehensive data visualization dashboards, highlighting key attendance and commuting trends.

Education

Master of Science - Bioinformatics

Amity University
Noida
06.2024

Bachelors of Science - Biotechnology

Brainware University
Kolkata
06.2022

Skills

  • Machine Learning
  • Deep Learning
  • Multi Label Neural Networks Modeling
  • Transfer Learning
  • Transformer
  • Python
  • JAVA
  • C
  • SQL
  • MongoDB
  • HTML
  • CSS
  • JavaScript
  • React
  • LINUX
  • Statistical modeling
  • Data collection
  • Literature review

Projects

Unsupervised Deep Learning for Mental Health Trend Identification

  • Technology used: Python3, Tensorflow, MNE, LSTM, CNN.
  • Developed an Unsupervised Deep Learning model that can detect mental health issues by the Time series pattern of EEG data.

Cloud Security Enhancement Through ML Anomaly Detection

  • Technology Used : Python3, Tensorflow, Ensemble Learning, Random Forest, KNN
  • Developed a Machine Learning Model that can detect the anomaly and provide a way to enhance the security.

Attention-based Deep Learning for Hand Gesture Recognition using Multi-sensor Data

  • Technology Used: Python3, Tensorflow, Neural Networks, Multi biosensor.

Publications

  • Attention-based Deep Learning for Hand Gesture Recognition using Multi-sensor Data.
  • AI-Powered Precision: Leveraging Advanced Deep Learning for COVID-19 Pneumonia Detection and Long-Term Respiratory Health Monitoring.
  • An evaluative Study on dormancy breakage of dragon fruit seed under different environmental conditions (ISSN: 2456-3315).
  • An appraisal of scope and prospect of plant metabolites against covid-19 pandemic (ISSN: 0973-0834).

Certification

  • Google IT Automation with Python
  • Python by Hackerrank
  • SQL by Hackerrank
  • JAVA by Hackerrank
  • Bussiness Analyst

Timeline

Junior Research Fellow

Amity University
06.2024 - Current

NGS Data Analyst Intern

T-CAG LifeSciences
06.2023 - 07.2023

Data Analyst Intern

Brainware University
08.2022 - 12.2022

Master of Science - Bioinformatics

Amity University

Bachelors of Science - Biotechnology

Brainware University
Ankit Kumar Das