Mukesh K
Book Reviewer @Manning Publications Co
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WORK HISTORY
Book Reviewer @Manning Publications Co
Reinforcement Learning for Business
EDUCATION
Stanford Online
Machine Learning
Birla Institute of Technology and Science, Pilani
Master of Technology - MTech, Machine Learning and Artifical Intelligence
IBM Data Science Professional Certificate Specialization
IBM Data Science Professional Certificate Specialization
ABOUT MUKESH K
Independent AI/ML Researcher- MTech in AI/ML (BITS PIlani)- Senior AI/ML Scientist with software engineering background. Experienced in building Analytics Products- Worked on building products across all 3 ML techniques - Supervised, Unsupervised, RL (Reward Maximization)- Experience ranging from hypothesis testing, model experimentation to production level engineering for DS- Multiple patents in Data and AI- Varied domain experience in BFSI, financial crime, supply chain, smarter cities- Polygot Programmer- IBM Hackathon winner-Past Roles- Experience in advanced analytics products spanning video analytics, internet-of-things core- Lead architectural design and development of Smarter cities and Safer Planet Analytic solutions using IBM Internet of Things core platform, to enable clients to get actionable information out of disparate information sources (sensors, videos, social)- Data Analyst- Technical Leadership role in client interactions and engagements- Active Contribution towards Asset Harvesting, Knowledge sharing, Technical Forums, and Innovative Idea Sharing-Skills - Reinforcement Learning | Deep Learning | Machine Learning | Spark | Distributed Computing-|| DS Skills Tools - python | numpy | pandas | matplotlib | scipy | sklearn | pyspark | Methodology - Business Understanding | Data Requirements | Data Preprocessing | Data Understanding | Feature Engineering | Model Training & Evaluation | Deployment EDA - Descriptive Statistics | Predictive Statistics Models -Statistical Modelling | Predictive Modelling | Insurance Risk Modelling.|| NLP SkillsSequence to sequence Models | Language Models | Information Retireval | Text Classification | NER | POS tagging | HMM | Coreference ResolutionTools - spacy, nltk, sparknlp- IBM Certified Data Science Professional
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