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Continental Autonomous Mobility
Data Scientist
June 17, 2026 – Present
EyeForBlind
August 20, 2024 – August 21, 2024
This project involves developing a deep learning model to describe images through speech.
View ProjectArxivConsultant
June 26, 2024 – June 26, 2024
The Arxiv Consultant project is a tool designed to assist users in retrieving and interacting with relevant research papers from the arXiv repository. It utilizes natural language processing (NLP) techniques, specifically leveraging OpenAI's GPT-3.5 model, to understand and respond to user queries about academic papers.
View ProjectFashionAI
May 28, 2024 – May 28, 2024
The objective is to create a generative search system capable of searching a plethora of fashion product descriptions to find and recommend appropriate choices against a user query.
View ProjectChefGPT
May 20, 2024 – May 20, 2024
A chatbot that can understand user preferences for food recipes and provide suggestions from a pre-existing dataset.
View ProjectGestureRecognition
January 31, 2024 – January 31, 2024
Develop a cool feature in the smart-TV that can recognize five different gestures performed by the user which will help users control the TV without using a remote.
View ProjectTelecomChurnCaseStudy
January 7, 2024 – January 7, 2024
To predict the churn customers in the telecom industry
View ProjectMelanomaDetection
December 27, 2023 – January 7, 2024
Build a CNN based model which can accurately detect melanoma. Melanoma is a type of cancer that can be deadly if not detected early. It accounts for 75% of skin cancer deaths. A solution that can evaluate images and alert dermatologists about the presence of melanoma has the potential to reduce a lot of manual effort needed in diagnosis.
View ProjectSurpriseHousing
October 5, 2023 – October 22, 2023
Build a regression model using regularization in order to predict the actual value of the prospective properties and decide whether to invest in them or not.
View ProjectBikeSharingCaseStudy
August 29, 2023 – September 10, 2023
Build a model for the demand of shared bikes with the available independent variables which will be used by the management to understand how exactly the demands vary with different features.
View ProjectLendingClubCaseStudy
August 7, 2023 – August 7, 2023
Analyse the lending club dataset and provide recommendations to avoid defaulters.
View ProjectCultural Fit Analysis
The candidate's projects are all personal and primarily focus on academic or proof-of-concept applications. While demonstrating technical interest, there is no evidence of team collaboration, open-source contributions, or engagement in broader community activities. The experience level of 0 combined with a current Data Scientist role at Continental Autonomous Mobility suggests a potential mismatch or lack of clarity in the provided data regarding professional experience. The projects are diverse in application but lack depth in terms of real-world impact or production systems, which might indicate a gap in understanding enterprise-level data science challenges.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's experience level is listed as 0, but they have a current Data Scientist role, which is contradictory. Project descriptions are clear but lack details on collaboration or problem-solving approaches.