プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Sathish Kumar S.に依頼

India

Senior data scientist with 11+ Years of experience in Transportation and Mechanical Domain

プロフィール概要

7+ Years of Machine Learning/Data Science Experience Post PhD. with a proven track record of developing and implementing algorithms that have significantly impacted business. 11+ years of experience in applying Python, R, SQL, Power Bi for data modeling, statistical learning, and data visualizations. Proven ability to face data challenges, develop innovative solutions, and lead teams to success.

専門分野

• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Collection
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Artificial Intelligence
• ☆ Decision Science
• ☆ Data Storage

サービス

• Research
• Data & AI

Research Gap Analysis, Scientific and Technical Research

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Senior Data Scientist

Mars Systems Private Limited

1月 2025 - 現在

Senior Data Scientist

Metayb private limited

8月 2024 - 1月 2025

Senior Data Scientist

Acronotics private limited

6月 2023 - 8月 2024

Senior Data Scientist

Novac Technology Solutions

4月 2022 - 3月 2023

Human factors specialist and Data Scientist

RBG labs, IIT Madras

2月 2019 - 3月 2022

Production Engineer

BEML Limited

7月 2012 - 12月 2013

学歴

Ph.D. (Engineering Design)

Indian Institute of Technology Madras

1月 2014 - 9月 2020

M.Des. (Mechanical Systems Design)

Indian Institute of Information Technology Design and Manufacturing

8月 2010 - 7月 2012

B.E. (Mechanical Engineering)

B S A Crescent Engineering College

8月 2006 - 6月 2010

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Harikrishna Rangam, Sathish Kumar Sivasankaran, Venkatesh Balasubramanian (2024). Generation of nighttime pedestrian fatal precrash scenarios at junctions in Tamil Nadu, India, using cluster correspondence analysis . Traffic Injury Prevention.

Harikrishna Rangam, Sathish Kumar Sivasankaran, Venkatesh Balasubramanian(2021). Investigation of Injury patterns in Heavy-duty Single Vehicle crashes based on real-world accident data in Tamilnadu, India . Journal of Road Safety. 32. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 30--40. Australasian College of Road Safety

Balasubramanian, V., Sivasankaran, S.K.(2019). Analysis of factors associated with exceeding lawful speed traffic violations in Indian metropolitan city . Journal of Transportation Safety and Security.

Sivasankaran, S.K., Balasubramanian, V.(2019). Investigation of pedestrian crashes using multiple correspondence analysis in India . International Journal of Injury Control and Safety Promotion.

(2017). Challenges and problems faced by bus drivers. Journal of Road Transport.

BOOK

Sivasankaran, S.K., Balasubramanian, V.(2019). Analysis of driver injury severity in metropolitan roads of India through classification tree . Advances in Intelligent Systems and Computing. 823. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 123-131.

Sivasankaran, S.K., Balasubramanian, V.(2019). Data mining based analysis of hit-and-run crashes in metropolitan city . Advances in Intelligent Systems and Computing. 823. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 113-122.

CONFERENCE PAPER

R. Bhardwaj, S. Sathish Kumar and V. Balasubramanian, “Comparison of Fatigue Trend among Different Aged Driver on Simulator and On-road Driving”, International Ergonomics Conference, HWWE 2017, December 8-10, 2017.

S. Sathish Kumar and V. Balasubramanian, “Risk Factors Associated With Accident Severity In Urban Chennai”, International Ergonomics Conference, HWWE 2017, December 8-10, 2017.

R. Bhardwaj, S. Sathish Kumar and V. Balasubramanian, “Assessment of Bus Driver Performance Based on Reaction Time on Simulator and On-road Driving”, International Ergonomics Conference, HWWE 2017, December 8-10, 2017.

S. Sathish Kumar, R. Bhardwaj and V. Balasubramanian, “Comparative Assessment of Mini Mental State Examination in Bus Drivers For On Road And Simulator Study Conditions”, International Ergonomics Conference, HWWE 2017, December 8-10, 2017.

S. Sathish Kumar, R. Bhardwaj and V. Balasubramanian, “Subjective Evaluation Of Musculoskeletal Disorders Among Fatal And Non-Fatal Bus Drivers In Different Scenarios ”, International Ergonomics Conference, HWWE 2017, December 8-10, 2017.

S.Sathish Kumar, R.Senthil Kumar and S.Jayavel, "Numerical Investigation of Forced Convective Cooling of Electronic Components", in the proceedings of 22nd National and 11th International ISMHT-ASME Heat and Mass Transfer Conference December 2013, IIT Kharagpur.

S.Sathish Kumar, R.Senthil Kumar and S.Jayavel, "Computation of Flow Past Various Cylinder Geometries", in the proceedings of Indian Conference on Applied Mechanics (INCAM) May 2013, IIT Madras.

Sathish Kumar Sivasankaran and Venkatesh Balasubramanian, "Ergonomic risk assessment of operators in shop floor CNC Environments", in the proceedings of International Ergonomics Conference, Humanizing work and work environment (HWWE), December 2014, IIT Guwahati.