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Krishnan Parameswaran's Linkedin Analytics

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Krishnan Parameswaran

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- A triple Masters graduate specialised in machine learning (ML) and digital signal processing (DSP), with 13 years of experience in data / AI-based approaches and project management. - Have been working / leading teams on the following AI topics that include data engineering, data science (machine learning) and cloud implementation with Azure / AWS: 1) Question answering system with Large Language Models 2) Aging prediction of EV component combining ML techniques with domain understanding 3) Vehicle usage pattern prediction 4) Anomaly detection 5) Human context in virtual assistant 6) Noise reduction of speech signals using deep learning techniques 7) Predictive maintenance in manufacturing using historical data and project management for ECU and BCM products. - Granted scholarship by Ontario government for research on objective assessment of ML algorithms for speech enhancement and various DSP techniques. - Led / worked on setting up of AI solutions from development through deployment and model monitoring (MLOps) along with establishment of two teams comprising of diverse competencies and culture. Some of the technologies with hands-on experience are Databricks, Pyspark, Azure and SQL. Overall Krishnan along with co-inventors have filed 7 Patents that protect the innovative data / AI - based solutions at work. Feel free to DM if you have similar interests or like to chat further.

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