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About Me
Overall 7.5 years of Information technology Experience. 5 years of Machine Learning, NLP, Image Processing, Computer Vision, Deep Learning, as Data Scientist experience. Experience in Data analysis,Data preparation,Data manipulations,Data Exploration...ientist experience. Experience in Data analysis,Data preparation,Data manipulations,Data Exploration & Visualization . Experience in Statistical Modeling, Predictive Analytics and Text Mining and used scalable Machine Learning algorithms Experience in Model inspection,Model analysis,Model training,Model evaluation, improving model performance. Experience in Python, Spyder, Pandas, numPy, Scikit, Matplotlib, seaborn, Word2Vec, NLTK, Keras, Tensorflow. Experience in Linear, Logistic Regression, SVM, Random Forest, NLTK, Sentiment Analysis, Stanford Core NLP,LSTM/Bi- LSTM ,RNN, OpenCV, Image Processing, GAN &WGANs and Google Analytics LTA. Extensive Experience in Supervised and unsupervised learning. Experience in building models for Classification,Regression. Experience in working with Education,E-Commerce,Finance,Banking,RealEstate and HealthCare data. Experience of working in Agile(Scrum). Experience in Project Planning, designing, scope definition, estimation and team management, process management and compliance with quality standards ensuring project delivery within time Experience in Continuous build deployement and integration through Jenkins Collaborate with a cross-functional team including data scientists and software engineers. 2+ years of experience in UI Automation (using Selenium WebDriver) of Web based Technologies.
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Portfolio Projects
Description
Build the Fraud detection predictive model for AML Payment Screening Alerts and HITs using TensorFlow & Keras Neural Networks. Implemented the AML payment screening model and name matching and words similarity and keywords recommendations with NLTK wordnet and LSTM RNN etc. Build and improved machine learning models and ensemble learning methods and explored the fraud analytics using Random forest, SVM and GBM with LIME &SHAPLY techniques.
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Detect meaningful patterns and derive a rich set of insights Data preparation,Data analysis ,Data manipulation and visualisation using numpy,pandas matplotlib seaborn. Use python, Jupyter notebooks, SQL, and Excel to manipulate and analyse data. Identify the best modelling approach to generate valuable solutions. Apply the concepts of NLP and use of NLTK. Descriptive analysis, preparation of data for analytics, and documentation. Involve in use of statistical analysis, visualizations to gain insight into client data sets.
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Process massive amounts of data from a wide variety of sources, Detect meaningful patterns and derive a rich set of insights Data preparation,Data analysis ,Data manipulation and visualisation using numpy,pandas matplotlib seaborn. Use python, Jupyter notebooks, SQL, and Excel to manipulate and analyse data. Noise removal,lexicon Normalization,Standardisation.Feature Engineering,Topic Modelling using LDA on Text data. Identify the best modelling approach to generate valuable solutions. Descriptive analysis, preparation of data for analytics, and documentation. Involve in use of statistical analysis, visualizations to gain insight into client data sets.
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Transforming the data into a relational structure, Oxane Panorama allows you to access any information, data or document at the click of a button rather than sifting through various files, folders and emails. Our web based application provides convenient and secure access to the data anytime anywhere and iPhone/ iPad application ensures access to data on the go and during site-visits. Customized due-diligence report templates can be shared with due-diligence partners and the reports can be received from them through the platform in a digitized manner so that it gets stored in the centralized database. This enables managing the workflow better
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Oxane Panorama is a powerful web based NPL due-diligence platform that addresses the challenge by providing a 360 degree view of the transaction as well as enabling drill down to any level of granularity in the Portfolio (Connection, Borrower, Loan, Property, Tenant, etc.). It brings together all the due-diligence partners (Investor, Servicers, Lawyers, Valuers and Asset managers, Advisors) on one single platform and facilitates sharing of data, documents and information in an easy and transparent manner. Oxane Panorama offers powerful analytics, reporting and additional data points for decision making by geo-mapping the real estat collateral as well as fetching property valuation comparable from previous transactions and real estate web portals.
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CareerHealth is an exclusive job-portal website catering to all healthcare professionals. With over half a million jobs that we provide through our site and through our associate partners. This job-portal has two domain one is job-seeker side and another is employer side. We make sure that you do not miss a single healthcare job.
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Faircent.com essentially provide a virtual market place where borrowers and lenders can interact directly, without having to go through the traditional financial intermediaries like banks, who have become such behemoths in todays time that they dictate all terms and conditions for both borrowers and lenders. Faircent help eliminate the high margins which banks and financial institutions make on your transactions.
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Library management system of British council in which all categories of product (book, cd, dvd etc) are given online and library management arranged. As an individual, family or institution member, you will be able to enjoy state-of-the-art facilities. Our libraries are social spaces, where you can meet friends and explore our resources or attend a skills-based workshop or a lively author event.
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