Experience

Chistats

• India
• IT Services and IT Consulting
• 1 - 100 Employee

• Lead Data Scientist

  • Jan 2021 - Present

  Chistats Labs is a data science, machine learning product, and solution development company. Working here I built and supported AI/ML solution offering with small teams of data scientists, software engineers, and statisticians. We offer solutions in Industry 4.0 predictive maintenance, complex search/recommendation engines and NLP/text analysis. Message or reach out to me at mangesh.mali@chistats.com for more details. Leading teams working on numbers/text/images and other unstructured or semi-structured data to extract useful information.Few successfully solved and delivered projects by our team includes:--> Saas product development for enterprise document search;--> Building free-form text search engine for material descriptions to recommend accurate material to optimize the process;--> Early warning and predictive maintenance system for heavy industry to predict failure ahead of time for damage reduction; Show less

• Data Scientist

  • Oct 2017 - Dec 2020

  -- Highly skilled in Python libraries including Pandas, Numpy, scikit-learn, TensorFlow, spacy and many more-- Well-versed in Machine Learning and Data Science with hands-on experienceProblems successfully solved and delivered by our team include:--> Parsing of free-form text invoice pdf documents to detect and extract purchase information from consumers;--> Automated processing of noisy and multi-language text data normalization, cleanup, deduplication, and feature engineering and modeling;--> Designing a network anomalies detection and user behavior analysis algorithm for threat detection and pattern mining;-- Developed data analysis, prediction, and visualization projects in various domains Show less



iknowlation Research Labs Pvt Ltd

• India
• IT Services and IT Consulting
• 1 - 100 Employee

• Machine Learning Intern

  • Aug 2016 - Jul 2017

  Project - Intelligent Theme Based Integration of Medical Cases. Objective - To develop intelligent theme based system which retrieves medical information from a user query. - Worked on real-time patient data records(Medical cases) - Case-based reasoning approach on medical cases. - Cluster the medical cases. - Performance analysis of clustering algorithms. Technologies - Python, R, Machine Learning, data mining(Classification, clustering), MySQL, HTML, PHP. Duration - 1 year. Show less