MY EDUCATIONAL JOURNEY:

JANUARY 2006- MARCH 2016

 SECONDARY (WBBSE) RAHARA RAMAKRISHNA MISSION(MARKS:85.85%)

 MARCH 2016-MARCH 2018 

HIGHER SECONDARY (WBCHSE) NEW BARRACKPORE COLONY BOYS HIGH SCHOOL (MARKS 85.8%) 

AUGUST 2018-JUNE 2022 

GRADUATION (B.TECH HONOURS ,COMPUTER SCIENCE & ENGINEERING ,MAKAUT) GOVERNMENT COLLEGE OF ENGINEERING & CERAMIC TECHNOLOGY (CGPA:9.05 OR 90.5%)

MBA @INDIRA GANDHI NATIONAL OPEN UNIVERSITY (2025-2027)

MY QUALIFICATION:

SECONDARY EXAMINATION (WBBSE) (MARKS :85.85%)(2016)

HIGHER SECONDARY EXAMINATION (WBCHSE)(MARKS : 85.8%)(2018)

WEST BENGAL JOINT ENTRANCE EXAMINATION (RANK :7027)(2018)

B.TECH CSE HONOURS CGPA: 9.05    

MBA @IGNOU 2025-2027                                                                                                            

EXPERIENCE & INTEREST 

1.COGNIZANT PROGRAMMER ANALYST & JUNIOR SOFTWARE ENGINEER (C# BACKEND DEVELOPER) [ JAN 2022-MAY2026] 

2. STUDENT RESEARCHER AT GCECT (MACHINE LEARNING DEEP LEARNING DOMAIN) [2019-PRESENT] 

3. LINUX SPECIALIST & OPEN SOURCE CONTRIBUTOR(SELF INTEREST)(200+ GITHUB PROJECTS)[2018-2022]

 4. TECHNICAL CONTENT WRITER(SELF INTEREST) [2018-PRESENT] 

5. COGNIZANT LEARNING-UDEMY TRAINING PROGRAMME [ JAN -2022-PRESENT] 

6. TCS YOUTH EMPLOYMENT PROGRAMME MEMBER [ 2020-SEPT 2021] 

7.FREELANCER[2020-2021]

 8.GOOGLE DEVELOPER STUDENT CLUB GCECT MEMBER[JAN 2021- DEC 2021]

 9.MICROSOFT STUDENT CLUB GCECT MEMBER [2021] 

10.CODECHEF GCECT CHAPTER- GIRLSCRIPT MEMBER[2020]

RESEARCH WORK & PUBLISHED PAPERS

I have 200+ research papers on researchgate .visit my researchgate and google scholar profile 

https://www.researchgate.net/profile/Sayantan-Roy-14/research

https://scholar.google.com/citations?user=tQcgRccAAAAJ&hl=en

1. A Survey on Deep Learning based Detection of Abnormal Human Behaviour using Computer Vision Human Activity Recognition System http://dx.doi.org/10.13140/RG.2.2.28735.52644

2. A Comprehensive Survey on Deep Learning based Detection of Abnormal Human Behaviour using Computer Vision Human Activity Recognition System http://dx.doi.org/10.13140/RG.2.2.28211.23845

3.Data Driven Approach to Detect Anomalous Human Action Detection in Videos -the Making of Ano-AAD Dataset http://dx.doi.org/10.13140/RG.2.2.30721.26726

4.Detection of abnormal human behavior using deep learning http://dx.doi.org/10.54646/bijscit.2023.29

5.Detection of abnormal human behavior using deep learning

http://dx.doi.org/10.54646/bijscit.2022.29

6.A comprehensive Survey on Crowd Anomaly Detection using Deep Learning

http://dx.doi.org/10.13140/RG.2.2.24390.48961

7.A comprehensive Survey on Traffic Anomaly Detection using Deep Learning

http://dx.doi.org/10.13140/RG.2.2.10209.31848

8.A Survey on Deep Learning-Based Protein Folding

http://dx.doi.org/10.13140/RG.2.2.21825.57448

9.A Review on Computational Gastronomy

http://dx.doi.org/10.13140/RG.2.2.28605.27367

10. A Review on Deep Learning Based Detection of Diseases

http://dx.doi.org/10.13140/RG.2.2.29483.45605

11.Integrative AI-Powered Healthcare: A Multimodal Approach to Personalized Medicine, Medical Imaging, and Virtual Therapy http://dx.doi.org/10.13140/RG.2.2.14377.40802

12.Recent Advances , Ethical Considerations and Safety Measures in the Development of Artificial General Intelligence

http://dx.doi.org/10.13140/RG.2.2.11352.92166

13.A Review on Computational Gastronomy

http://dx.doi.org/10.13140/RG.2.2.28605.27367

SKILLS

1.LINUX SKILLS: UBUNTU, DEBIAN, KALI , ARCH ,FEDORA ,AWS EC2,RDS, SOFTWARE BUILDING & LINUX BASED PROJECTS. 

2.TECHNICAL CONTENT WRITTING SKILLS: WRITER IN LINUX /AI/ ML/DL FORUMS . 16K+ VIEWS(RECENT)

 3.PROGRAMMING SKILLS: C,C#,C++,PYTHON 3 ,JAVA ,OOPS,SQL, PL/SQL, SQLITE, DYNAMODB, MONGODB, MICROSOFT SQL SERVER 2019 ,MARIADB, POSTGRESQL,TERADATA, MYSQL, JULIA, SCALA,BASH,LATEX . 

 4.WEB DEVELOPMENT SKILLS: HTML,CSS,JS,JQUERY, C#, BOOTSTRAP, PHP, WORDPRESS, JINJA,WIX,DRUPAL, SHAREPOINT ,JOOMLA!, PYTHON 3 ,STREAMLIT ,DJANGO,FLASK,PYRAMID. 

5.BIG DATA SKILLS:PIG,HBASE,PYSPARK,CASSANDRA,HIVE,BIGQUERY,R,NO SQL,HADOOP.

 6.ETL,DATA ANALYSIS ,DATA WRANGLING, DATA WAREHOUSE,DATA VISUALISATION & DATA MINING SKILLS: R, MATLAB, PYTHON LIBRARIES,TABLEAU, POWER BI,SPSS, MICROSOFT AZURE DATA LAKE & DATA FACTORY , GOOGLE CLOUD DATAFLOW ,AMAZON REDSHIFT,TALEND,ALTAIR,ANZO AND NUMPY DTALE,SWEETVIZ,ATOTI,PANDAS ,PYTHON BI TOOLS AND LIBRARIES FOR DATA ANALYSIS AND VISUALISATION. RAPID MINER, ORANGE LIKE MINING TOOLS.

 7.DATA SCIENCE ,MACHINE LEARNING, AUTOML ,DEEP LEARNING ,NATURAL LANGUAGE PROCESSING & EDA/ML BASED APP MAKING SKILLS :THIS IS MY ACTIVE RESEARCH AREA. 

8.LINUX ADMINISTRATION & ETHICAL HACKING SKILLS: I SPENT ALMOST 4+ YEARS IN LINUX DOMAIN .

 9.CLOUD SKILLS:AWS,GCP,AZURE,DOCKER,KUBERNETES, AZURE DEVOPS,AZURE ML OPS 

10.OTHER INTERESTS:OS,DBMS, CN, TOC,DISCRETE MATHS              

PROJECTS

I have contributed many projects on github . I worked heavily on linux based projects, ML based projects, and stremlit based data science and ML apps. My all projects are public , but some repos are garbage ignore them. 

MY GITHUB PROFILE LINK : https://github.com/sayantanr/

THERE ARE AROUND 200+ PROJECTS MADE  BY ME

here is a  small summary of my projects:

1.EDA APP

 2. SENTIMENT ANALYSIS 

3. CHATBOT 

4.LINUX SCRIPTS

 5. IMAGE EDITOR 

6.FILE CONVERTERS 

7.RESUME BUILDERS

8. STREAMLIT APPS 

9.COVID DETECTION & ANALYSIS 

10.MACHINE LEARNING 

11.DEEP LEARNING 

12. NLP 

13.AUTOML 

14.RAILWAY RESERVATION SYSTEM 

15.MONKEYPOX ANALYSIS 

16.NEWS READER

 17.SOCKET PROGRAMMING 

18.CUSTOM LINUX OPERATING SYSTEM

19. INVENTORY MANAGEMENT SYSTEM

20.PORTFOLIO WEBSITES

LANGUAGES 

BENGALI(NATIVE) ,

ENGLISH(FLUENT),

HINDI(NATIVE),

LATIN(ELEMENTARY),

ESPERANTO(ELEMENTARY),

FRENCH(ELEMENTARY),

GREEK(ELEMENTARY),

MANDARIN(ELEMENTARY),

GERMAN(ELEMENTARY)

COURSES (UDEMY CERTIFIED )

• AZ -900 Microsoft Azure Fundamentals in a Weekend

• Azure Data Factory For Data Engineers - Project on COVID-19

• Azure Dev OPS Fundamentals For Beginners

• Docker and Kubernetes: The Complete Guide

• GCP Associate Cloud Engineer -Google Cloud Certification

• Git Going Fast : One Hour Git Crash Course

• Google Data Studio For Data Analytics ,Buisness Intelligence

• MLOps Fundamentals :CI /CD/CT Pipelines of ML with Azure Demo

• SQL PROGRAMMING BASICS

• Statistics Data Analysis in SPSS :Inferential Statistics

• Ultimate AWS Certified Solutions Architect Associate

• AWS Certified  Cloud Practitioner -Exam Review 2021

• Risk Management for Cybersecurity and IT Managers

• Ansible for the Absolute Beginners -Hands On

CERTIFICATION

1.NEURAL NETWORKS AND DEEP LEARNING BY  DEEP LEARNING AI/COURSERA

2.PROGRAMMING FOUNDATIONS WEB SECURITY BY LINKEDIN

3.INTRODUCTION TO CYBERSECURITY  BY CISCO NETACAD

4.CYBERSECURITY ESSENTIALS BY CISCO NETACAD

5. INTRODUCTION TO IOT BY CISCO NETACAD

6.BETTER SPOKEN ENGLISH BY NPTEL

7.THE JOY OF COMPUTING USING PYTHON BY NPTEL

8. PROGRAMMING AND PROBLEM SOLVING USING C

9.COMPUTER NETWORKS AND INTERNET PROTOCOL

10.BIG DATA COMPUTING

11.TCS YOUTH EMPLOYMENT PROGRAMME

12. COGNIZANT INTERNSHIP PROGRAMME

HOBBY

BOOKWORM ,CODING ,MOVIES ,GAMING ,TECH GEEK ,TECHNICAL CONTENT WRITTING ,LEARNING NEW LANGUAGES,MYTHOLOGY,HISTORY,SCIENCE GEEK ,RESEARCH ,SONGS ,GARDENING ,STORYTELLING ,COMICS ,DIGITAL ART ,SCIENCE FICTION,PHOTOSHOP,CHARCOAL DRAWING,ACTING,COMEDY

BEST BOOK TO READ FOR THIS MONTH

1.TELEPSYCHICS 

2.THINK LIKE A MONK

3.WHY HAS NOBODY TOLD ME THIS BEFORE

4.ONE HUNDRED YEARS OF SOLITUDE

5. ANGEL AND DEMONS

6. 4000 WEEKS

7.LIFE'S AMAGING SECRETS

8.MINDSET CHANGINING THE WAY YOU THINK TO FULLFILL YOUR POTENTIAL

9.SIMPLIFY YOUR LIFE -TIPS FOR DEVELOPING A PURPOSE DRIVEN LIFE AND UNLOCK YOUR POTENTIAL

10.THE POWER OF YOUR SUBCONSCIOUS MIND

11. CLIMBING OUT OF DEPRESSION

12.UNWINDING ANXIETY

13.WHY I AM A HINDU

14.IKIGAI

15.MASTER YOUR EMOTIONS

16. INFERNO

17. DA VINCI CODE

MY Bengali Translation and Transliteration works

I have also transliterated  and translated many sanskrit books into bengali 

read them here 

https://archive.org/details/@sayaantan

https://www.scribd.com/user/431683541/sayantan-roy

https://drive.google.com/drive/folders/1Q0rTGibGtCfIa7oM1RyNc6fHlIHG0pKL?usp=sharing

🌐 MLTT – Multilingual Language Translation & Transliteration System

A Pan-Indic Digital Humanities Project by Sayantan Roy

MLTT (Multilingual Language Translation & Transliteration System) is an advanced computational linguistics initiative designed to preserve, digitize, and universally unlock classical Hindu, Buddhist, and Jain literature. Built using Python, Streamlit,claude ,open ai and many more technologies  and a multilayered transliteration engine, MLTT bridges the gap between traditional Indic scripts and modern digital accessibility.

Over the last few years, MLTT has grown into one of the largest personal digital-humanities transliteration projects in India, with the goal of making classical knowledge seamlessly accessible to scholars, practitioners, and global readers.

🔥 Scale & Impact

• ✔ 500+ Sanskrit manuscripts transliterated
  
  

• ✔ 200+ Tamil literary texts processed
  
  

• ✔ Output into 142 world scripts and language systems
  
  

• ✔ Includes Brahmi-derived, Perso-Arabic, Romanized, Southeast Asian, and historical scripts
  
  

• ✔ A major independent contribution to Indology, Scriptology, and Digital Preservation
  
  

MLTT provides clean, consistent transliteration of religious and philosophical works across the textual ecosystem—Vedas, Upanishads, Puranas, Buddhist suttas, Jain Agamas, Tamil spiritual classics, and commentarial literature.

🚀 Technology Stack

Your system uses a high-performance hybrid architecture:

Frontend

• Streamlit OR  React UI
  
  

• Minimalistic, multilingual-ready interface
  
  

• Bulk upload support for hundreds of files
  
  

• Real-time previews and script selection modules
  
  

Core Engine

• Python + Aksharamukha +REACT+ CLAUDE AI+OPEN AI  pipeline  FOR CONTEXT  BASED T&T
  
  

• Rule-based + dictionary-assisted transliteration
  
  

• Unicode-first approach for maximum fidelity
  
  

• Multi-core parallel processing (6-core optimization)
  
  

Backend Features

• Supports batch translation and transliteration
  
  

• Automatically produces ZIP output for all scripts
  
  

• Handles massive corpora of TXT/PDF extractions
  
  

• Ensures consistent formatting across languages
  
  

🌍 Why MLTT Matters

MLTT aims to:

• Preserve endangered scripts and classical texts
  
  

• Provide universal access to Indic heritage
  
  

• Enable scholars worldwide to search, read, and analyze texts in any script
  
  

• Reduce the friction in comparative research across Sanskrit, Pali, Tamil, Prakrit, and Southeast Asian traditions
  
  

• Promote digital scholarship in Indology through technology
  
  

In an age where classical literature is scattered, fragmented, and trapped in legacy scripts, MLTT serves as a unifying technological bridge.

🕉️ Vision

MY long-term mission with MLTT is:

“To create the world’s most complete, open, and interoperable translation & transliteration framework for Indic religious, philosophical, and linguistic literature.”

By integrating computation, linguistics, and cultural preservation, MLTT stands as a pioneering effort in digital Indology, built not by institutions but by individual dedication and passion.

find the code : www.github.com/sayantanr

repository with 500+ sanskrit and 200+ tamil texts in 142 languages :https://drive.google.com/drive/folders/1GbvJNqi3_yLwzbI3at88fWG4FEMbjkVI