Omkar
Data ScientistData Scientist | Open Source Contributor
Joby Aviation
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data Scientist | Open Source Contributor
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Joby Aviation
Data Scientist
June 26, 2026 – Present
BLUE
April 18, 2020 – November 10, 2020
Network percolation game using Open AI Gym to study attack/defense effects on 2-dimensional networks.
View ProjectImageCaptionGenerator
December 11, 2019 – December 11, 2019
Generating text from images using LSTMs and Convolutional Neural Networks
View ProjectInsuranceFraudDetection
November 5, 2019 – November 5, 2019
Predicting fraud insurance claims using various classifiers like Logistic Regression, K Nearest Neighbors, Decision Trees, Random Forest and Linear Discriminant Analysis
View ProjectActionRecognition
November 4, 2019 – November 4, 2019
Classifying the video into one of 1000 action classes capturing the action being done in the video
View ProjectYelpReviewSentimentAnalysis
November 3, 2019 – November 9, 2019
Sentiment analysis of yelp reviews and aspect(food, ambience, service) based rating generation of each review and restaurant.
View ProjectImage_Text_Speech_Generation
October 31, 2019 – April 20, 2021
Generating text from images using LSTMs and Convolutional Neural Networks and converting the text to speech using python gTTS to help visually impaired.
View ProjectEcommerceUserActionPrediction
September 11, 2019 – September 11, 2019
Implementation of logistic regression to predict user action on an e-commerce website.
View Projectpodaacpy
February 13, 2016 – December 5, 2023
A python utility library for interacting with NASA JPL's PO.DAAC
View ProjectGPU-RadixSort
January 1, 2016 – January 1, 2016
Parallel Implementation of Radix sort using CUDA
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards data science and machine learning, aligning with a Data Scientist role. The diversity of projects (NLP, computer vision, predictive modeling) indicates a broad interest in the field. However, the candidate's experience level is listed as 0, and the only listed job is current with a future start date, which suggests a very junior profile. This might not be a strong cultural fit for a senior-level role without further validation of practical experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions are clear but do not provide insight into collaboration, problem-solving approaches, or communication style.