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$30 USD / hora
Bandeira do(a) INDIA
coimbatore, india
$30 USD / hora
Atualmente, está 3:29 PM aqui
Ingressou em novembro 24, 2022
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Rooban S.

@rooban42

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$30 USD / hora
Bandeira do(a) INDIA
coimbatore, india
$30 USD / hora
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Data Scientist, ML Engineer

I am Rooban Sappani, currently an intern at United Airlines. I have 5 years of integrated Master’s in Data Science at PSG College of Technology, Coimbatore. I think I would be the best fit for this proposal because of my extensive qualifications and experience. In the Summer of 2020, under the guidance of Dr. A. Santhanavijayan, we developed an automated crime classification system using Deep Learning techniques with the research paper "A Knowledge Centric Hybridized Approach for Crime Classification Incorporating Deep Bi-LSTM Neural Network" published in Multimedia Tools and Applications, Springer. For 6 months, I was a Data Science Intern at Analytics Vidhya. I worked with a team in a team of 2 to automate the process of editing videos. We were able to reduce the time taken by the video editing team by 60% and were able to automate 80% of the tasks. We also worked on building an automated attendance system to be installed across the AV office that uses face recognition to recognize individual people. As An intern at United Airlines, I was able to design an automated error analysis system that can identify cohorts of data with low model performance. Using this system, different cohorts of data with the high error were identified and the trained model was retrained to improve performance by ~6%. I have written various Kaggle notebooks, participated in the Smart Internz IBM Hackathon(Shortlisted to the final round), active blogger at Analytics Vidhya, attended the Amazon ML Summer School 2022, and worked on various projects related to Machine learning and Deep learning. I believe I would be the perfect candidate for your requirements. I look forward to discussing the details of this project further. Yours Sincerely, Rooban Sappani References, [login to view URL] [login to view URL] [login to view URL]

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Experiência

Data Scientist

United Airlines
fev. 2023 - Atual
* As An intern at United Airlines, I was able to design an automated error analysis system that can identify cohorts of data with low model performance. Using this system, different cohorts of data with high error were identified and the trained model was retrained to improve performance by ~6%. * Performed feature store UAT. * performed model evaluation.

Data Science Intern

Analytics Vidhya
mai. 2021 - out. 2021 (5 meses, 1 dia)
Worked with a team of 2 on the project “Automated Video Editing”; aims to automate the process of editing educational course videos. Deployed software that automates 60% of the editing work and reduces the time by more than 50%. Using Face Detection and Recognition, a system was developed such that it can keep track of employees in Analytics Vidhya (using CCTV footage) for real-time attendance. Created a Yoga AI application using Pose Estimation. Contributed to 5+ blogs during the internship.

Machine Learning Research Intern

National Institute of Technology, Tiruchirappalli
mai. 2020 - ago. 2020 (3 meses, 1 dia)
• Worked under Dr. A. Santhanavijayan in the development of an Automated Crime News Classification system. • The system can automatically collect news articles from online sources such as Google News and Twitter. After classification, it is updated to a knowledge graph database. • The research paper has been published to Multimedia Tools and Applications, Springer.

Educação

MSc Data Science

PSG College of Technology, India 2018 - 2022
(4 anos)

Publicações

A knowledge centric hybridized approach for crime classification

springer
A Bi-LSTM neural network for classification is proposed that classifies the different types of crime on data that is pre-processed with Fuzzy c-means algorithm and Term Frequency – Inverse Document Frequency vectors. Dynamically generated ontologies using a weighted graph have been encompassed.

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