Projects

Mask RCNN on Clevr Dataset

  • Extended the Mask RCNN implementation by Matterport for instance segmentation on the Clevr Dataset.Github Link
  • Generated new images Clevr Dataset Generation Code.Github LinkThe code has been modified to generate masks as well
  • Identified shapes, size, material and color.

Time Series Analysis of Beethoven’s MoonLight Sonata

  • Used time series methodologies to learn and construct new music conforming to the style of Beethoven’s Moonlight Sonata.
    Github Link
    Slides

PetFinder.my Adoption Prediction

  • Developed Algorithms to predict adoptability of pets. Link here Top 30% on Kaggle (Team TupleMiners)
  • Used ensemble and stacking techniques with Bagging and Boosting Algos. XGBoost gave best results.
  • Worked on class boundary adjustments for Kohen Cappa’s score.
  • Sentiment Analysis for pet description using Feature Based opinion mining, countvectorizer and Google NLP API. Image analysis using Google Vision API.

Model Optimization and Variable Selection

  • Developed a helper Tool to derive the best Linear Regression Model. Link hereDeployed using Shiny.
  • A Generic solution with the Algorithm refined to minimize the predictors and maximize R square.
  • Analyzes the correlation between predictors, uses Anova and AIC techniques.

Integrating Apache Mahout with AEM

  • Implemented user based recommendations on Websites, presented at adaptTo() 16 and open sourced the project, more details at GitHub link with slides at Github.io link

Sydney Opera House | Ecommerce Website Development in AEM 6.3

  • Developed the public facing website using Adobe Experience Manager. Implemented modules for live
    ticket bookings and seat selection. Used Sling Pipes for content modification in the JCR.
  • Created an efficient search mechanism using Searching Analyzers and Lucene Indexes to improve the
    website performance and handle large number of users per second.

Morningstar | Corporate Marketing Website Development in AEM

  • Implemented modules to track user interaction on the website and send data to Adobe Analytics.
  • Integrated with Eloqua, a marketing automation tool for lead generation.

Time Warner Cable | TWC website development in AEM

  • Managed the team as a dedicated Scrum Master, Upgraded project from CQ 5.5 to AEM 5.6 and AEM 6.0.
  • Developed Store Locator module, User FAQ section and Login functionality.
  • Integrated with Site Catalyst, Used Campaign Management and teasers to target region based content.

Havells

  • Created Ecommerce modules using AEM Product API.
  • Implemented Social Component Framework for product reviews and ratings.

Vodafone | USSD Development

  • Developed new USSD flows for Vodafone. Enhanced USSD Platform TPS using Thread Pool Task Executors.
  • XML Marshelling and UnMarshelling using JAXB, used MYSQL stored procedures to fetch data.