Experience

TechnoGenics SMC PVT LTD

• Pakistan
• Software Development
• 1 - 100 Employee

• Data Scientist

  • Oct 2021 - Present

  Roles and Responsibilities: - Designing, building and optimizing scalable machine learning infrastructure to support the model's development life cycle. - Architecting, implementing and automating MLOps platforms using MlFlow. - Developing and optimizing core text processing algorithms for Natural Language Processing (NLP). - Technically consulting on conversational AI and other NLP related projects. - Build abstractions to automate various steps in different ML workflows. Roles and Responsibilities: - Designing, building and optimizing scalable machine learning infrastructure to support the model's development life cycle. - Architecting, implementing and automating MLOps platforms using MlFlow. - Developing and optimizing core text processing algorithms for Natural Language Processing (NLP). - Technically consulting on conversational AI and other NLP related projects. - Build abstractions to automate various steps in different ML workflows.



unQa The Explorers (Pvt.) Ltd

• Pakistan
• IT Services and IT Consulting
• 1 - 100 Employee

• Data Scientist / Conversational AI / Machine Learning Engineer

  • Feb 2019 - Oct 2021

  Summary: Worked in the area of Conversational Artificial Intelligence, Natural Language Processing, Data Science and Machine Learning. Contributing in the development of the platform that supports building Chatbots by using a simple User Interface. Made decisions on the major features of the product related backend and UI/UX. Roles and Responsibilities: Development of NLP based chatbot development framework for different use-cases to showcase in the product with the following modules: Spell Checker Optimization of training time of machine learning models. Two-stage fallback policy in chatbots and human hand-off. Multi-intent handling in the conversations. NER models to be employed as pre-trained models to entity extraction. Sentiment extraction as an entity in chatbots Integration of chatbots with other apps (e.g. Facebook) UI/UX & Back-end design decisions Tools and Technologies: Python, Flask, RASA, Regexp, Duckling, Scikit-learn, Docker Show less


University of Management and Technology - UMT
• Pakistan
• Higher Education
• 700 & Above Employee
• Visiting Lecturer

  • Oct 2019 - Feb 2020

The University of Lahore
• Education Administration Programs
• 700 & Above Employee
• Lecturer

  • Oct 2016 - Feb 2019

National University of Computer and Emerging Sciences
• Pakistan
• Higher Education
• 700 & Above Employee
• Visiting Lecturer

  • Aug 2016 - Jan 2017

FAST National University of Computer and Emerging Sciences
• Software Development
• 1 - 100 Employee
• Visiting Lab Instructor

  • Jan 2016 - May 2016