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Work Background
CreditPerSenior Machine Learning Engineer
Jul. 2021 - Aug. 2022- Working on Liveness Detection using latest Computer Vision and Deep Learning techniques involving Convolution Neural Networks and State of the Art (SOTA) models in KERAS
- Working on Credit-Scoring Model for analyzing Credit Worthiness of the customers using demographic and financial data along with relavant scoring using analytical methods. - Working on Customer's Personal, Residential, Financial and Professional Profile Verfication to ensure authenticity of the customer using NLP to extract document information.
- Working on Risk Assessment Model to improve Credit Decisioning to have reduced risk and have minimum human effort related to credit decisioning
- Building machine learning Serivices and designing machine learning end-to-end pipelines to serve the business needs.
- Working with accross different teams for the integration of ML-based solutions in the core digital lending platform
- Helping in improving team size and training new hires according organizational requirements, needs and standards
CreditPerMachine Learning Engineer
Aug. 2020 - Jul. 2021Responsibilities: Handling medium scale projects: Suggest, collect and synthesize requirements. Using analytical and statistical methods to analyze complex financial data and generate insights using advanced statistical techniques to solve various business problems within the organization. Building machine learning services and designing machine learning end-to-end pipelines to serve the business needs Establishing reusable data processing pipelines to enable rapid re-training and iterations Working with Development and DevOps teams for the integration of ML-based solutions in the core digital lending platform Working on Credit-Scoring Model for analyzing Credit Worthiness of the customers using demographic and financial data along with relavant scoring using analytical methods Assisting seniors with projects related to Customer's Personal, Residential, Financial and Professional Profile Verfication to ensure authenticity of the customer using NLP to extract document information, Computer Vision Techniques for Face Recognition, Detection and Liveness Verification Creating and maintaining dashboards related to daily reports about disbursements, customers engagements and other KPIs
The World BankData Scientist
Apr. 2020 - Jun. 2020Islāmābād, PakistanResponsibilities
Worked on evaluating employee performance and involvement during COVID-19 remote culture using data cleaning processes and Machine Learning Models.
Dice AnalyticsInstructor / Data Scientist
Nov. 2019 - Dec. 2021Responsibilities:
Manage and deliver trainings for core Machine Learning and Data Science concepts Helping trainees for their ongoing projects and providing solutions regarding the problems in Python and Machine Learning Helping organization with ongoing projects related to Text Mining using AI techniques which involved python scripting, file handling and team management for Quality Assurance
Red BufferMachine Learning Engineer
Oct. 2019 - May. 2020Islamabad Responsibilities: Data Cleaning and Feature Engineering for large datasets related to certain projects Python scripting and multi-threading for certain processes involving AI and Machine Learning to improve process management
Shaheed Zulfikar Ali Bhutto Institute of Science and TechnologyLab Instructor for MS Data Science Tools and Techniques
Sep. 2019 - Sep. 2020
Shaheed Zulfikar Ali Bhutto Institute of Science and TechnologyLecturer MS - Tools and Techniques for Data Science
Sep. 2019 - Sep. 2020
Dice AnalyticsTA Data Science and Machine Learning
Jun. 2019 - Jan. 2020Resonsibilities:
Assisting the instructor in various training management activities and in maintaining progress of students Managing projects and technical course content for instructors for easy delivery and training process
IMC IslamabadSenior Computer Science Teacher
Jan. 2018 - Oct. 2019Islamabad, Pakistan
The City SchoolComputer Science Teacher
Nov. 2015 - Jan. 2018Islamabad
AptechLecturer
May. 2015 - Sep. 2015SialkotWorked as a lecturer for programming languages i.e. C++, C# and supervised FYPs
TypeUXIntern
Mar. 2015 - Apr. 2015Islamabad
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