Rahat Ibn Rafiq

Rahat Ibn Rafiq

Industry Experiences

Present

Array of Engineers & ACI Collaboration

  1. Use NLP and ML techniques for automated software test generation from software requirements
  2. Build a HITL tool for engineers to validate the software test generation process

Stenger and Stenger AI Collaboration

  1. Use NLP and ML to automate the redacting and verification process of confidential information

MI DNR collaboration

  1. Use Computer vision and UAVs towards early detection of oak wilt in the state forests and parks

Past

OwnIt App AI Collaboration

  1. Use Apple watch ang WHOOP to develop wellness model
  2. Use NLP and ML to automate HITL coaching actor for athletes

Procter and Gamble AI Collaboration

  1. Use ML to detect brushing techniques using audio signatures
  2. Use ML to improve oral care regimens
  3. Develop YouBrush, Mobile application that helps to imporve oral care regimen among users
  4. Explore the effect of a conversational chatbot in imporving the stickiness of companion apps.
  5. Implemnent "Ask Lily", GVSU's Campus App, LakerMobile's conversational chatbot

Member of Technical Staff at ThoughtSpot Inc.

January 2019 to May 2020

  1. Part of the SpotIQ team that uses scalable machine learning techniques to generate business insights for businesses using ThoughtSpot as their primary BI tool.
  2. Responsible for implementing Time Series algorithms to generate time sensitive business insights to the users.
  3. Responsible for building scalable algorithm to provide personalized and relevant business insights to the users using machine learning, data mining and recommendation system algorithms.

Machine Learning Enginner at DeepGreen AI

January 2018 to May 2018

Part of DeepGreen ML team to build a high resolution plant disease detection using deep learning techniques. Agile methodology, extensive use of github, understanding of tensorflow python codes, implementation of intermediate layer visualization in tensorboard, visualizing and computing evaluation loss and performing image augmentations.

Software Engineer at KONA Software Lab

October 2012 to February 2013

I joined here as a software engineer and worked on TSM and GP Interpreter. The platform was mainly J2EE.KONA software lab is a subsidiary of an eminent South Korean smart card manufacturing company KONAI.

Junior Software Engineer at Reve Systems

October 2012 to February 2013

REVE Systems is a global leader in IP communication industry. It has a wide assortment of products, ranging from backbone infrastructure to peripheral products, including middleware. REVE Systems today holds leadership position in Mobile VoIP and Softswitch & Billing solutions.After my graduation in April 1, 2012, I joined REVE systems as a Junior Software Engineer. I was assigned to the billing solution team and was responsible for the following tasks: