Having a long association with data be it with databases or as an analyst has helped me get a new perspective to look at any data.The only belief I have is don't believe anything until the data tells you that.I like to work with multiple data tools under my arsenal.Determined to deliver products with keeping the end user perspective as the foremost priority.► End-to-End Analytics product development experience which constitutes Requirement gathering, Data preparation, data processing, building statistical Models, Post-Modelling analysis and presenting the results.► Proficiency in SQL( Advance Analytical functions like Partition BY, Pivot Tables, Sorting, Filtering, ROLLUP,CUBE, Subtotaling, Grouping) programming, Excel, PowerPoint► Proficient in Complex Elastic Search queries like pre-filter,post-filter,aggregation,ES 5 data types,bool queries,query string query,Synonym search.► Analytics experience using statistical analysis and predictive modeling► Predictive modeling experience With state of the art Algorithms and post-hoc test and validations.► Demonstrated strong analytical skills and problem-solving skills with superior attention to detail.► Proven ability to manage multiple projects with excellent organization skills.► Ability to work independently and cross functions in a timely manner.► Effective communication, written and presentation skills.► High capability to quickly learn new technology and adapt to a new environment.Domain expertise:► Health Care - Clinical Trials, Pharma Covigilance► E-commerce► FinanceContact Me: ► prashant.kathuria07@gmail.com► https://github.com/sharp-ant► https://sharp-ant.github.io/► http://www.twitter.com/thevilsoul/Expertise: Python,R,GoLang,Elasticsearch,Spark,MongoDB,Apache Jena,NLP,Tensorflow,Keras,MLlib
Freelance
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Freelance Data ScientistFreelance Oct 2020 - PresentWorking with High growth teams to Super-charge their products with data science, NLP and business acumen.
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Senior Data ScientistUpgrad.Com Apr 2019 - Oct 2020Mumbai Area, India► Built a Lead Scoring model for prioritizing leads which lead to an increase in monthly revenue by calling fewer leads.► Grew and Led the Data Team of 11 incl. Data Scientists, Analysts, Engineers, and interns.► Created a learner-job matching engine that takes jobs from the internet and recommends the relevant ones to the users.► Built a model to predict the placability of a learner, to create focus groups for the careers team to optimize transitions.► Created a Learning efficacy model to give a dedicated skill map to a learner to provide a personalized learning experience.► Gamified attempting tasks for career support as per exit roles chosen by learners to increase engagement.► Was responsible for Quarterly Plans, Org wide Data awareness, and adoption, by metrics standardization, conducting workshops etc. -
Data ScientistUpgrad.Com Jul 2018 - Mar 2019Mumbai Area, India
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Data ScientistParam.Ai Sep 2017 - Jun 2018Hyderabad Area, India► Built an algorithm which semantically matches Resume’s with job description’s using state-of-the-art document similarity algorithms.► Made the core algorithm highly scalable and added multiple other factors like Experience,Job title to make a better hiring decision.► Implemented a modeling pipeline to make hiring decisions based on the past hiring patterns of an organization.► Extensively used natural language processing to rank profiles and make smart hiring decisions.► Designing an intrinsic feedback system to constantly improve results as per the behavior of the recruiter.► Creating a custom context based skill’s parser for Resume’s and Job Description.► Technologies used:- Python, Spacy, Gensim, PySpark, Tensorflow, Pytorch. -
Associate Data ScientistCelebal Technologies Jun 2016 - Aug 2017Jaipur Area, India► Currently working on building an AI based application to assist big CRO's in study initiation by guiding them to select better research sites and getting their target patient demograph.► Build a semantic and ontological search on Unstructured Health care documents to be used by researchers.► Enabled querying data in natural language and linked query using semantic web and graph database using Graphql and Sparql.► Created a Pipeline for Document files and websites of customizable form to be converted into a standard format.► Created ML Model to predict whether a customer would become a repeat buyer or not if an offer is presented to him.► Implemented Document Classification on clinical trials documents based on what user is searching using Spacy , taking combination of LDA and SVD approach.► Scraped data from a large list of websites with varying structures and patterns.► Extensively worked on Health care data like Clinical Trials and Pharma Covigilance.► Languages used :- Python, Scala, Golang,R, Java.► Tools used :- ElasticSearch, Apache jena,MongoDB, Apache Spark, Hadoop.► Libraries and packages used :- Tensorflow, Keras,Django,Pandas, Scikit Learn,Numpy, Scrapy,BeautifulSoup. -
Data Science InternCelebal Technologies Feb 2016 - May 2016Jaipur Area, India► Built a Large scale data ingestion Pipeline for predictive analysis and end-to-end ingestion using Apache Spark and Kafka.► Worked on a natural language semantic querying engine on Salesforce objects using Elasticsearch.► Worked on various use cases of ML for predictive and analysis use cases on Spark .► Worked on Technologies like Spark, Hadoop, H2O,Elasticsearch, Kafka. ► Used Languages like Python,GoLang Scala and R.
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Research InternMalaviya National Institute Of Technology Jaipur May 2015 - Jul 2015Jaipur► Interned under HOD CS Prof. MC Govil as a Research Intern.► Assisted a PhD Scholar to implement their thesis. ► Performed advanced data mining and analysis on a variety of complex multivariable datasets in Python.► Implemented a new proposed software engineering Model which used predictive modelling and data mining from previous implementations of similar type of projects.► Technologies Used - Python,Scikit,Pandas,Numpy,Weka(For prototyping)
Prashant Kathuria Skills
Prashant Kathuria Education Details
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Skit,JaipurComputer Science -
St. Xavier , ChandigarhComputer Science
Frequently Asked Questions about Prashant Kathuria
What company does Prashant Kathuria work for?
Prashant Kathuria works for Freelance
What is Prashant Kathuria's role at the current company?
Prashant Kathuria's current role is Data Scientist | Deep Learning | NLP.
What schools did Prashant Kathuria attend?
Prashant Kathuria attended Skit,jaipur, St. Xavier , Chandigarh.
What skills is Prashant Kathuria known for?
Prashant Kathuria has skills like Sql, Machine Learning, Data Science, Python, Statistics, Programming, Linux, Big Data, Databases, Database Administration, Apache Spark, Java.
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