SlideShare a Scribd company logo
 
Debjit Datta 
 
 
 
 
 
❏ Kolkata, India 
❏ BTech - IT(2017-2021) 
❏ Kalyani Government 
Engineering College 
❏ 8013811019/8240754450 
❏ debjitdbb@gmail.com        
 
 
EXPERIENCE 
 
Vidgyor, Bengaluru​ — ​Data Science Intern 
Dec 2019 - FEB 2019 
Built an ad-detection algorithm on live stream using: 
● Machine Learning (opencv) 
○ Detected the starting and ending points of commercial breaks 
using correlogram, orb and flann based matcher. 
● Deep Learning (Yolo_v3) 
○ Created a signature for each ad using yolo_v3 working on the 
coco dataset 
○ Detected the starting points of commercial breaks on live 
streams using the sign​ature created 
NIT Durgapur​ — ​Research Intern(Data Science) 
JUNE 2019 - AUG 2019 
● Worked on advanced imputation on spatio-temporal data based 
on air quality index data of New Delhi 
● Filled missing values in geo-sensory time series data using 
Spatio-temporal Multi-View Based Learning(ST-MVL) 
● Algorithms used: 
○ Inverse Distance Weighting(IDW), Simple Exponential 
Smoothing(SES), User-based Collaborative Filtering(UCF) and 
Item-based Collaborative Filtering(ICF). 
● Technologies used:  
○ Numpy, Pandas, Matplotlib, Geopy, Missingno 
GeeksForGeeks​ ​- ​Technical Content Writer 
MAY 2018 - APRIL 2019 
● Wrote various technical articles on data structures and algorithms 
mainly focussing on complexity analysis of algorithms 
List ​of articles written by me 
 
​  
 
 
 
 
SKILLS 
 
Python 
Pandas 
Numpy 
Scikit-learn 
Machine Learning 
Deep Learning 
Algorithms 
Git 
C++ 
Java 
ACHIEVEMENTS 
Techfiesta 2019 
Won 1st position in the contest 
Predict.ai, a Machine Learning event. 
 
IIT Sangam 2019 
Participated in the finals of IIT 
Sangam, a Machine Learning 
Hackathon organised by IIT Madras 
Hackerrank    
Highest rating achieved : ​1930.04 
Codechef​    
Highest rating achieved : 2019 (​5*​) 
PERSONAL PROJECTS 
Traffic Volume Prediction​— ​A keras model to predict traffic 
volume from time series data 
Tech used : ​Python, Jupyter Notebook, Keras, XGBoost, Pandas, Numpy 
Facilities : ​This model predicts the traffic volume of a place from 
weather data. 
Github : ​https://github.com/debjitdbb/Traffic-Volume-Prediction 
   
Contraceptive Method Choice​—​ ​A machine learning model 
which predicts the current contraceptive method choice (no use, 
long-term methods, or short-term methods) of a woman based on 
her demographic and socio-economic characteristics. 
Tech used : ​Python, Jupyter notebook, sklearn 
Github : ​https://github.com/debjitdbb/Contraceptive-Method-Choice 
 
 
 
 
 
 
 
 
 

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Resume

  • 1.   Debjit Datta            ❏ Kolkata, India  ❏ BTech - IT(2017-2021)  ❏ Kalyani Government  Engineering College  ❏ 8013811019/8240754450  ❏ debjitdbb@gmail.com             EXPERIENCE    Vidgyor, Bengaluru​ — ​Data Science Intern  Dec 2019 - FEB 2019  Built an ad-detection algorithm on live stream using:  ● Machine Learning (opencv)  ○ Detected the starting and ending points of commercial breaks  using correlogram, orb and flann based matcher.  ● Deep Learning (Yolo_v3)  ○ Created a signature for each ad using yolo_v3 working on the  coco dataset  ○ Detected the starting points of commercial breaks on live  streams using the sign​ature created  NIT Durgapur​ — ​Research Intern(Data Science)  JUNE 2019 - AUG 2019  ● Worked on advanced imputation on spatio-temporal data based  on air quality index data of New Delhi  ● Filled missing values in geo-sensory time series data using  Spatio-temporal Multi-View Based Learning(ST-MVL)  ● Algorithms used:  ○ Inverse Distance Weighting(IDW), Simple Exponential  Smoothing(SES), User-based Collaborative Filtering(UCF) and  Item-based Collaborative Filtering(ICF).  ● Technologies used:   ○ Numpy, Pandas, Matplotlib, Geopy, Missingno  GeeksForGeeks​ ​- ​Technical Content Writer  MAY 2018 - APRIL 2019  ● Wrote various technical articles on data structures and algorithms  mainly focussing on complexity analysis of algorithms  List ​of articles written by me    ​           SKILLS    Python  Pandas  Numpy  Scikit-learn  Machine Learning  Deep Learning  Algorithms  Git  C++  Java  ACHIEVEMENTS  Techfiesta 2019  Won 1st position in the contest  Predict.ai, a Machine Learning event.    IIT Sangam 2019  Participated in the finals of IIT  Sangam, a Machine Learning  Hackathon organised by IIT Madras  Hackerrank     Highest rating achieved : ​1930.04  Codechef​     Highest rating achieved : 2019 (​5*​) 
  • 2. PERSONAL PROJECTS  Traffic Volume Prediction​— ​A keras model to predict traffic  volume from time series data  Tech used : ​Python, Jupyter Notebook, Keras, XGBoost, Pandas, Numpy  Facilities : ​This model predicts the traffic volume of a place from  weather data.  Github : ​https://github.com/debjitdbb/Traffic-Volume-Prediction      Contraceptive Method Choice​—​ ​A machine learning model  which predicts the current contraceptive method choice (no use,  long-term methods, or short-term methods) of a woman based on  her demographic and socio-economic characteristics.  Tech used : ​Python, Jupyter notebook, sklearn  Github : ​https://github.com/debjitdbb/Contraceptive-Method-Choice