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@qualcomm
Data Scientist
June 12, 2026 – Present
Pothole-Detection
August 18, 2022 – January 11, 2023
We will use the Oak-D camera to get stereo shots of the road. Following which we will apply various image processing techniques to get the depth maps from the image. After that we will fit the maps onto the original image and label the potholes we detect on the road reference
View ProjectSLAM-OpenCV-Navigation
August 17, 2022 – April 7, 2023
SLAM-OpenCV-Navigation — GitHub repository
View ProjectImage_Pipeline
August 17, 2022 – August 25, 2023
The image pipeline takes raw image from sensor and convert it to meaningful image. Several algorithms like debayering, Black Level correction, auto-white balance, denoising.. will be first implemented to construct a meaningful image. Then additional algorithms can be implemented on the constructed image to post-process it. Like Flipping, blending and overlaying images. All algorithms will be implemented on a static raw image captured from a sensor. The first part of this project is similar to what happens in an ISP (Image Signal Processor) in which all algorithms are designed based on hardware, but we will be designing those such that they are hardware independent.
View Projectimage-processing
May 9, 2022 – June 9, 2022
Image processing operations from scratch using cpp
View ProjectCV-in-HealthCare
February 23, 2022 – November 8, 2022
Computer Vision has revolutionalized Healthcare , machines beat humans at detecting various tumours and abnormalities and thus help save many lives
View ProjectReview-Classifier
February 8, 2022 – February 8, 2022
A model which classifies reviews as positive or negative.
View ProjectTime_Travel
December 3, 2021 – April 21, 2022
Everything about time series Analysis and forcasting
View ProjectStreet-Racer-2D
September 12, 2021 – February 9, 2023
Street-Racer-2D — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal learning and exploration in Data Science and Computer Vision. The variety of projects, from image pipelines to deep learning libraries and time series analysis, indicates a proactive and self-driven individual. However, the lack of team-based or professional project descriptions makes it difficult to assess collaboration or broader cultural fit within an organizational setting. The target role of 'Data Scientist' aligns well with the project themes.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric or English test results are available, and project descriptions do not provide insight into collaboration or communication styles.