Harish_ Kathi
@harishkathi
Experienced Sr Data Scientist specializing in machine learning and NLP.
What I'm looking for
I am a dedicated Sr Data Scientist with over 4 years of experience in data collection, preprocessing, and predictive modeling. My expertise lies in leveraging Python and SQL to implement machine learning algorithms, including regression, classification, and clustering, to solve complex business challenges. I have a strong background in Natural Language Processing (NLP) and have successfully utilized various cloud environments such as AWS and Azure to enhance data-driven decision-making.
Throughout my career, I have developed innovative solutions like the Predictive Log Analysis and Real-Time Resolution Tool, which utilizes advanced parsing techniques and pre-trained models from Hugging Face to predict and resolve issues in log files. My work on the Network Failure Prediction System demonstrates my ability to employ Root Cause Analysis techniques to proactively address network issues, ensuring stability and reliability in critical systems.
With a solid foundation in machine learning frameworks like TensorFlow and Keras, I have also contributed to projects that analyze customer sentiments and optimize pricing strategies on platforms like Amazon. My commitment to continuous learning and improvement drives me to stay updated with the latest advancements in data science and machine learning.
Experience
Work history, roles, and key accomplishments
Sr Data Scientist
Cisco Systems
Feb 2022 - Present (3 years 5 months)
As a Senior Data Scientist, I developed and deployed machine learning models for predictive log analysis and network failure prediction. I utilized advanced NLP techniques and pre-trained models to provide real-time insights and proactive troubleshooting solutions.
Jr. Software Engineer
Infosys
Jun 2021 - Feb 2022 (8 months)
As a Junior Software Engineer, I contributed to various software development projects. My responsibilities included data collection, preprocessing, and assisting in the development of predictive models.
Education
Degrees, certifications, and relevant coursework
Tech Stack
B-Tech, Computer Science and Technology
Completed a Bachelor of Technology in Computer Science and Technology. The curriculum focused on foundational computer science principles and modern technological advancements.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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