Muktabh Mayank
About
Detail
Data Scientist, Coder & Entrepreneur
Gurugram, Haryana, India
Résumé
Jobs
verified_user
0% verified
AI Research Industry Alignment Expert ReviewerASTAR Agency for Science Technology and ResearchMar 2024- AI Education MentorIndian Institute of Technology KharagpurJul 2019 - Dec 2019 (6 months)Practical project faculty for "Foundations of AI & ML" certificate at IIT
- TConsultant Data ScientistThe Moneyworks CompanyJul 2014 - Nov 2015 (1 year 5 months)Project: Fuzzy matching of vendors and purchases
Role: Trying out different algorithms and converting the best method into a framework to be used in production.
Domain: Financial Tools:Python
Project: Segmenting Credit Card transactions using their description
Role: Writing the classification framework. This framework can classify transactions into granular healthcare, beauty and restaurant cuisines
Domain: Financial Tools: Python
Project: Time Series Analysis of user motion data to generate insights. ( Wireless Sensor Data Mining )
Role: Writing the filtering algorithm in Java to be used on Android devices.
Domain:Mobile/Internet Tools:Java
Project : Profiling and Predicting us - Co-FounderParallelDotsMar 2014 - Current (12 years 7 months)ParallelDots, Inc. is an artificial intelligence company developing novel algorithms and high impact solutions for real world problems. ParallelDots growing team of 100 includes 20 data scientists. ParallelDots was incubated at TLabs, India's leading technology venture accelerator and is venture funded by MultiPoint Capital and BTomorrow ventures.
Shelfwatch, the flagship product of ParallelDots is used by CPG Manufacturers and retailers in over 40 countries to keep a track of their retail execution.
My role at ParallelDots is to lead Data Science practices, R&D and new innovations. Our AI team is the most published research group in retail computer vision and our works have been published at NEURIPS workshop, ISBI, IC - Software Specialist (R&D)OperaSolutionsJun 2012 - Mar 2014 (1 year 10 months)Product: Hospital Billing Optimization Product ( http://stagingweb.operasolutions.com/provider-solutions/ )
Domain: Healthcare
Role: Optimizing Data Processing and Machine Learning processes for running in parallel, making them faster and efficient. Platform: Python/MySQL
Project: ETL development for 100 Gb order data.
Domain: Insurance Platform: Opera's proprietary tools
Project : Data Management Automation
1. Web Harvesting .
2. Automating Manual data lookup tasks using Text Indexing / Nearest Neighbour / Locality sensitive hashing / Robin Karp algorithms , thus - Consultant Data ScientistAlgoscaleMar 2014 - Jun 2014 (4 months)Helping clients solve Machine Learning / NLP problems.
Project: Social Media based Recommendation Engine
Role: Data Collection from social media. Collaborative Filtering using apriori algorithm.
Domain: Internet Tools: Python/RabbitMQ/MongoDB/Neo4j
Project: Social Media ETL
Role: Data Collection using AWS infrastructure.
Domain: Internet Tools: Python/RabbitMQ/MongoDB/S3
Project: Bitcoin Trade Engine
Role: Guessing Optimal price to trade bitcoins.
Domain: Trading Tools: Python/R/MongoDB - InternOpera SolutionsJul 2011 - Apr 2012 (10 months)Project Title 1 : Spam filtering using Data Mining Techniques
Role: Developing infrastructure for downloading Social Network Data, Web Applications to monitor the same and filtering spam using naïve bayes and SVM methods.
Platform: Python web framework , Python Data mining modules, Python NLP modules. Amazon EC2 machines for deployment. mongoDb as storage.
Project Title 2 : Real Time information extraction from a large stream of semi structured data.
Role: experiments on information extraction from social media
Platform: Python NLP modules, mongoDb as storage. - InternSabreJan 2011 - Apr 2011 (4 months)alerting solutions for distributed log files
Education
verified_user
0% verified
- M.Sc.(tech)(integrated, Information SystemsBirla Institute of Technology and ScienceJan 2008 - Dec 2012 (5 years)Research Interests are Data Mining, Machine Learning, Databases, Statistical Modeling, Algorithms, Programming Languages & Functional Programming.
Projects (professional or personal)
verified_user
0% verified
- TTechnical Reviewer - Data Structures and Algorithms CookbookMar 2015 - May 2015 (3 months)Partially Reviewed the super cool book : "Clojure Data Structures and Algorithms Cookbook" by Rafik Nacchache.
- TTechnical Reviewer - Data Analysis CookbookJan 2014 - Dec 2015 (2 years)Technical Review of the awesome and extremely fun book " Clojure Data Analysis Cookbook second edition" by Eric Rochester which uses Clojure for Data Analysis.
- PPredicting Student tenure based on obtained gradesApr 2012 - Current (14 years 6 months)Tested various analytical models to determine whether a student's tenure in BITS Pilani's Work Integrated Learning program depended upon their performance in various courses.
- FFinding sentiment leaders on campus chat networkMar 2012 - Current (14 years 7 months)Analytics over campus chat network to determine the sentiment leaders
Awards
verified_user
0% verified
- Most Viewed AuthorQuoraSep 2015Most viewed author on Quora for various Data Science and Machine Learning categories Muktabh's answers have been viewed over 2.5 Million times as of 2019 Feb Quora Profile is : https://www.quora.com/Muktabh-Mayank
- SSecond-Runner Up, Challenge Yourself India 2013Student Competions Linkoping UniversityJan 20133rd Rank in Challenge Yourself India 2013, organised by studentcompetitions.com and Swedish Institute. The competition tested logic and reasoning skills and knowledge in areas of Statistics/Data Mining and general awareness about Sweden (which was the organizing country). Total number of people registered for competition : ~5000
Publications
verified_user
0% verified
- FMaking a contextual recommendation engine using Python and Deep Learning at ParallelDotsFifth ElephantJul 2015Gave a talk about ParallelDots' Contextual Recommendation Engine at Fifth Elephant 2015. Link to the talk deck: https://fifthelephant.talkfunnel.com/2015/20-making-a-contextual-recommendation-engine-using-py Link to talk video: https://www.youtube.com/watch?v=ToTyNF9kXkk
- MMuktabh Mayank's papers in Machine LearningI have worked on various research projects in NLP, Computer Vision and Medical Image Processing. You can check out my research papers (published/unpublished) on this link.