Raleigh-Durham-Chapel Hill Area
• 10+ years of experience in statistics, machine learning, and solving problems using big data. Hands on with the Python data stack (pandas, sklearn, etc). Experience with deep learning using Tensorflow and Spark. • Leading offshore and onshore agile data science teams and serving as an architect for implementing industry best practices in AI application architecture for production pipelines and MLOps. • Experience in designing, building and maintaining big data and machine learning pipelines in production. Experience building client solutions for offline predictions on IoT, mobile phones and laptops. • Top 10% in Kaggle Homesite Quote Conversion Project. • Experience optimizing Machine Learning algorithms like Naive Bayes, Random Forests, Logistic Regression, SVM and Neural Networks. Experience in NLP including Twitter Text Classification. • Experience with Python's scikit learn, numpy, scipy, pandas and ggplot libraries. Well versed in R and Matlab. Hands on with Tableau and Qlikview. • Hands on experience implementing recommender systems with predictionIO and otherwise. Experienced handling cold start problems etc. • An active Kaggler with one published research paper "Predicting Purchased Policy for Customers in Allstate Purchase Prediction Challenge on Kaggle" (AICS2014) based on one of the competitions in Kaggle. • Familiar with architectural processes – Business Process reviews, Requirements capturing, Conceptual, Logical and Technical views and Design requirements • Extensive experience as a web developer/web application developer, focused on heavy design and development of different domain web based solutions. • Highly skilled with object-oriented programming and architectures, systems analysis, application development with effective and efficient coding practices. • Skilled at agile software development with ATDD. Experience working with github, Jira, Confluence. Programming Languages: Python, C#, HTML, XML, T-SQL and R
• Consultant with Red Marker Australia (http://redmarker.com.au/), working on their flagship product Artemis. NLP techniques are used and several machine learning algorithms are tweaked and optimized to achieve higher accuracy and reduced false positives using Python's data stack. • Consultant with Price Blink USA (http://www.priceblink.com/) building a recommender system for their coupons. PredictionIO is used which is based on MLib's collaborative filtering algorithm. • Successfully developed a sentiment analysis web application in Python with graphical reports for high level users. • Successfully developed a twitter life events classifier web application in Python for Red Marker Australia.
• Analyse business requirements after thorough consulting with clients. • Responsible for leading and coordinating activities within a team of web developers and designers. • Responsible for writing, monitoring and maintaining code. • Contributed as a web developer, requirements engineer and project manager during the development of the flagship product of the organization – Hermes Shipping Portal solution. Key member in every phase of the product throughout the SDLC. Also worked as a database architect for the Portal. • Successfully developed and led a project replicating SAP’s Multi Level Bill of Material Module for an Australian company. Contributed at every step starting from database architecture to final deployment. • Obtaining domain knowledge via extensive meetings with clients. • Writing functional documentation for web application development. • Planning and designing application architecture according to the requirements. • Writing code using advanced web technologies including ASP.NET,C#, XML, Web Services Integration, Python and Unity 3D Scripting for 3D games. • Managing team of graphic designers to work on multimedia applications for 2D and 3D animation. • Writing queries for MS SQL Server and MySQL to be used as a backend to web applications. • Developing machine learning algorithms to meet the requirements of various AI based company products.
• Analysing business requirements after thorough consulting with clients. • Obtaining domain knowledge via extensive meetings with clients. • Writing functional documentation for web application development. • Writing code using advanced web technologies including ASP.NET,C#, HTML, PHP, CSS, AJAX, Javascript, JQuery, XML, Web Services. • Writing queries for SQL Server and MySQL to be used as a backend to web applications. • Planning and architecting web applications. • Working on shopping cart solutions including Open Cart and Magento.
• Communicating with prospective clients and gathering requirements for ICT projects. • Analysing software requirements and writing formal documentation. • Developing functional specifications for development. • Writing code for website and web applications using HTML, Javascript, XML, PHP. • Obtaining and implementing knowledge of MySQL and SQL Server as back end databases. • Developing software and websites for company clients.