My Portfolio Website

About Me

I'm a

and scientific programmer who strives to solve complex problems in an elegant manner. I acquired my enthusiasm for data science while working as a remote sensing engineer for several years. I grew up in India, earned my PhD in Remote Sensing and GIS from Vidyasagar University, and now live in Kolkata, where I work for a private sector company developing deep tech solutions and products in agriculture sector. In my spare time, I enjoy watching movies, exploring nature, visiting new places, listening to music, and developing open source software. 🙂 🙂 🙂 🙂 🙂

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🧑‍💻 My Services

Geospatial Engineering

Proficient in the acquisition, analysis, and management of geospatial data, as well as experience in cartography, remote sensing, and GIS, allowing you to provide valuable insights and solutions for a variety of applications.

AI/ML Model

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

Data Analytics

Expertise in extraction of valuable insights from data using a systematic approach consisting of data collection, cleaning, transformation, modeling, and visualization.

🦸🏻 My Expertise

Technical Stack

☑️Python, SQL, NoSQL, HTML, CSS, R, and Batch Script

☑️Pandas, Scikit-learn, OpenCV, Keras, Tensorflow, PyTorch, Geopandas, GDAL, shapely, Matplotlib, Seaborn, earthengine-api, Py6S, tsfresh, and Flask

☑️Amazon SageMaker AI, AWS Lambda, Amazon S3, Amazon EC2 Instance, Amazon RDS, and Amazon DynamoDB

☑️Spyder, PyCharm, VSCode, Jupyter Notebook, Google Colab, GitHub, and DBeaver

☑️PostgreSQL, SQLite, QGIS, ArcGIS, ERDAS Imagine, ENVI, PowerBI, and MongoDB

☑️Operating System: Windows and Ubuntu (Linux)

Data Science Skills

Supervised/Unsupervised Machine Learning

Neural Networks and Deep Learning

Natural Language Processing

Object Detection, Classification, Segmentation, Tracking, and Counting

Pre-training, Fine-tuning, and Transfer Learning

EDA, Data Cleaning, Statistics, 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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