My Portfolio Website

About Me

I'm Debabrata and I'm a

✔️ I discovered my passion for data science working as an engineer in remote sensing for several years. I believe in self-learning and decided to switch my job towards data science and since then I dedicated my time to learning and understanding data science concepts and their practical application. I took a couple of online courses to get the inside about this field and then attained professional certification course on data science.

✔️ At the beginning everything was new to me except some programming languages: Python, R, and C/C++. I learned intermediate to advanced level Python programming and its various machine learning libraries: OpenCV for object recognition, Scikit-learn for end-to-end machine learning pipeline building, Keras-Tensorflow framework for Deep learning, Flask for web application, and many others. During the learning phase I worked on my portfolio project where I familiar with HTML and CSS web development tools.

✔️ My areas of interests include Computer Vision, Machine Learning, Geospatial Research, and Software Development. In my free time, I like to watch movies, research article writing, and traveling to new place.

🙂 🙂 🙂 🙂 🙂

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🧑‍💻 My Services

Geospatial Analytics

Proficient in creating thematic maps from geospatial data and have ability to make decision from geospatial data.

AI/ML Model

Efficient in developing production ready machine learning model of a data science project.

Data Analytics

Expertise in extraction of insights from data using exploratory data analysis (EDA) techniques with data visualization.

🦸🏻 My Expertise

✍️ Subject matter experts and a data scientist with hands-on experience in satellite image processing, machine learning model development, backend development, and geospatial data analysis.

✍️ Proficient in predictive modeling, data engineering, and data mining algorithms, as well as coding languages.

✍️ Experienced in implementing action-oriented solutions to complex business problems on crop analytics, flood hazard mapping, coastal vulnerability analysis, and land use/land cover mapping.

Technical Stack

☑️Python, R, SQL, NoSQL, HTML, and C/C++

☑️Pandas, Geopandas, Scikit-learn, OpenCV, Keras, Tensorflow, GDAL, Flask, NumPy, SciPy, Matplotlib, Seaborn, NLTK, Tkinter, shapely, tsfresh, earthengine-api, Py6S, and json

☑️AWS Lambda, S3 Bucket, EC2 Instance, and Amazon DynamoDB

☑️Spyder, PyCharm, VSCode, Jupyter Notebook, Google Colab, Git, DBeaver, QGIS, ArcGIS, ERDAS Imagine, PostgreSQL, SQLite, Bootstrap, CSS, JavaScript, MongoDB, PowerBI, Tableau, and ENVI

☑️Operating System: Windows, Ubuntu (Linux)

Data Science Skills

Supervised/Unsupervised Machine Learning

Neural Networks and Deep Learning

Natural Language Processing

Object Detection, Segmentation, Tracking, Counting and Classification

Statistics, EDA, Data Cleaning, and Data Visualization

📝 My Projects

Building Portfolio Website using Python and Flask with Heruko deployment

Handwritten Text Recognition using Tensorflow, Keras, and IAM Dataset

Flower Recognization using Deep Learning

Mosaic Large GeoTiff Files Faster

Scripts for Remote Sensing and GIS Data Analysis and Workflow Automation

Detect Mobile Screen Switched-off/Switched-on

💡 My Research

Automatic Strahler’s Stream Order Computing on Digital Stream Network Dataset.

Morphometric Analysis for Prioritizing Sub-watershed and Management Using Geospatial Technique.

Coastal Aquifer Vulnerability for Saltwater Intrusion: A Case Study of Chennai Coast Using GALDIT Model and Geoinformatics.

Automatic shoreline detection and its forecast: a case study on Dr. Abdul Kalam Island in the section of Bay of Bengal.

Extracting shoreline from satellite imagery for GIS analysis.

Correction to: Extracting Shoreline from Satellite Imagery for GIS Analysis.

Extraction of Flood Defense Structures from High-Resolution Digital Surface Model (DSM).

Cyclone vulnerability assessment of Tamil Nadu Coast, India using remote sensing and GIS techniques.

Land Use/Land Cover Assessment of Tamil Nadu Coast, India using Remote Sensing and GIS Techniques.

Application of remote sensing and GIS techniques for decadal change detection of mangroves along Tamil Nadu Coast, India.

Landslide susceptibility mapping: a case study of cauvery basin and east flowing rivers south of cauvery basin, India.

Monitoring of Land Use Land Cover Change over the Years Due to River Course Shifting: A Case Study on Ganga River Basin near Malda District, West Bengal Using Geo-informatices Techniques.

Demographic Pressure in Transforming of Land Use/Land Cover over four Decades in Nadia District of West Bengal Province, India, Using Multi-temporal Landsat Data.

About Me

🧑‍💻 My Services

🦸🏻 My Expertise

📝 My Projects

💡 My Research

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