Shashank Bhaskar
Shillong
Summary
Innovative research scientist with a strong background in geospatial analysis, skilled in interpreting complex datasets to produce actionable insights that drive informed decisions. Seeking challenging and impactful opportunities in the field of geospatial research
Overview
3
3
years of professional experience
1
1
Certification
Work History
Research Scientist
North Eastern Space Application Center (ISRO)
Shillong
07.2024 - Current
- Developed an AI model for landslide detection and mapping using satellite imagery in near real time (U-Net model).
- Developed a model for the flood inundation mapping utilizing Sentinel-1 satellite imagery and automated the report generation process.
- Working on UAV data processing, generating Orthomosaics, digital surface models (DSM), digital terrain models (DTM), and building footprints using Pix4D Mapper.
- Assisting other team members during different disaster events.
Data Analyst
Vaishanvi Infratech Service Private Limited
New Delhi
08.2022 - 06.2024
- Developing a real-time pothole detection system using machine learning and computer vision, leveraging deep learning frameworks like TensorFlow and YOLOv8 to enhance road safety and mitigate accidents
- Performing comprehensive data analysis in MySQL, extracting key metrics to assess effectiveness and conducting comparative analysis between campaigns and sites
- Spearheading end-to-end data analytics activities, including business understanding, data understanding, data preparation, data visualization, statistical modeling, evaluation, and deployment.
- Designing & implementing statistical / predictive models and cutting edge algorithms utilizing diverse sources of data to predict demand and risk
- Employing Advanced Excel techniques and data analysis to optimize campaign performance and align with client objectives
- Partnering with clients to develop comprehensive reports and interactive dashboards using Power BI and Excel, delivering actionable insights for informed decision-making
Geospatial Analyst
Satyukt Analytics Private Limited
Bengaluru
11.2021 - 08.2022
- Managed automation of the NDVI computation from Sentinel 2 (Satellite data) Cloud Optimized GeoTIFFs (COGs) and plotting using Python
- Worked on automation of the Soil Moisture using Sentinel 1 data and plotting using Python; developed Python scripts for identification of harvesting and sowing dates of the crops using NDVI Time Series and applied Keras Model (Deep Learning)
- Monitored the agricultural land and identification of crops using crop classification with the help of Machine Learning (ML) techniques Random Forest
Education
Integrated M.Tech. - Geoinformatics
Central University of Jharkhand
Ranchi 07-2021
Skills
- Python
- NetCDF
- SQL
- Power BI
- Random Forest
- SVM
- U-Net
- Yolo
- CNN
- QGIS
- ArcGIS
- SNAP
- Erdas Imagine
- ENVI
- Google Earth Engine
- MS Office
- Statistics
- Docker
- Object Detection
- Artificial Intelligence
- Machine Learning
- Deep learning
- Data Cleaning
- Analytical Skills
- Research Skills
Certification
- Data Science with Artificial Intelligence Certification Program by UpGrad
- Python for Everyone by ESRI
- Machine Learning with Python by IBM
- Fundamentals of Digital Marketing by Google-on-Google Digital Garage
- Master Data Science by Great Learning Academy
Projects
- Evaluating the impact of COVID-19-induced lockdown on the environment of major settlements in India, M.Tech. Project, Central University of Jharkhand, 07/20 - 07/21
- Evaluating the spatial-temporal dynamic urban tree of biodiversity in Ranchi city region using Geoinformatics, B. Tech. Project, Central University of Jharkhand, 01/20 - 05/20
- Study of Glacier, Glacier Lake Identification and Change Detection using Machine Learning using Google Earth Engine tool for the state of Arunachal Pradesh, North Eastern Space Application Center (ISRO), Shillong, Meghalaya, 05/19 - 06/19
- Assessment on Impact of Land Use/ Cover (using Machine Learning) due to mining activity on Jampali, Chhattisgarh, Central Mine Planning and Design Institute, Ranchi, Jharkhand, 05/18 - 06/18
Languages
- English
- Hindi
Personal Information
Date of Birth: 10/01/97
Timeline
Research Scientist
North Eastern Space Application Center (ISRO)
07.2024 - Current
Data Analyst
Vaishanvi Infratech Service Private Limited
08.2022 - 06.2024
Geospatial Analyst
Satyukt Analytics Private Limited
11.2021 - 08.2022
- Data Science with Artificial Intelligence Certification Program by UpGrad
- Python for Everyone by ESRI
- Machine Learning with Python by IBM
- Fundamentals of Digital Marketing by Google-on-Google Digital Garage
- Master Data Science by Great Learning Academy
Integrated M.Tech. - Geoinformatics
Central University of Jharkhand
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