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Interact_Segment_Web
November 9, 2023 – November 14, 2023
An interactive segmentation tool to correct the initial segmentation obtained using the pre-trained deep learning network.
View ProjectPneumo-sure
November 29, 2020 – December 18, 2020
Pneumo-sure - AI based Chest Radiology Assistant for Pneumonia and other Chronic Obstructive Pulmonary Diseases(COPD).
View Projectdeaddict
October 18, 2020 – April 29, 2021
Deaddict - A tool to fight Addiction & Substance Inebriety using Artificial Intelligence.
View ProjectCovid_Cough_Detector
September 19, 2020 – August 2, 2021
Covid_Cough_Detector — GitHub repository
View ProjectTelecom-Customer-Churn
October 8, 2019 – January 14, 2020
Telecom companies need to predict which customers are at high risk of churn. In this repo, we will have mainly the following goals: 1. Analyse customer-level data; 2. Build predictive models to identify customers at high risk of churn.
View ProjectData-Analysis-on-Pisa-2012
October 4, 2019 – October 4, 2019
In this project, I use Python visualization libraries to investigate the 2012 PISA dataset, which I use to create an jupyter-notebook that outlines Data Wrangling and Visualization process with intriguing properties, trends, and relationships. Libraries learned: Seaborn, Matplotlib, Numpy, Pandas.
View ProjectOCR
March 11, 2019 – November 22, 2022
OCR (Optical Character Recognition) technique is used to identify words in a picture/scanned document and convert it into machine-readable text, that can be processed further with the help of computer. Although the technology is mature and uses advanced techniques, it quite often produces an erroneous output.
View ProjectMulti-Modal-Data-Classification
April 14, 2018 – August 19, 2018
Urban land use and land cover classification based on multi-source optical remote sensing data.
View ProjectDIP-Project-Video-Dehazing
November 4, 2017 – February 27, 2018
We shall be working on "Simultaneous Video Defogging and Stereo Reconstruction" Paper which was written in 2015. This process jointly estimate scene depth and recover the clear latent image from a foggy video sequence. We shall be using MRF framework to enforce the ordering consistency between scene depth and fog transmission at neighboring points, which is optimized iteratively by introducing auxiliary variables.
View ProjectMiniOS
December 3, 2016 – March 20, 2018
Virtual OS with simple applications like text editor, terminal and file manager. Implemented using Java.
View ProjectCultural Fit Analysis
The candidate shows a strong inclination towards personal projects, indicating self-motivation and a proactive learning approach. The diversity of projects, from video dehazing to medical image analysis and customer churn prediction, suggests a broad interest in applying data science techniques across different domains. However, the lack of professional experience or team-based projects makes it difficult to assess collaboration and adaptability in a professional setting. The target role is 'Data Scientist', and many projects align well with this, demonstrating a foundational fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.