Summary
Overview
Work History
Education
Skills
Publications
Accomplishments
Timeline
Generic

Asma Khalid

Sr. Data Scientist
Milton,ON

Summary

Accomplished and dynamic Data Scientist with a Doctorate in Mathematics and over 10 years of hands on experience in the field of data science and business intelligence, adept at merging technical expertise with business acumen to drive data-driven decision-making and strategic insight. Experienced in automation and forward-thinking in identifying new and improved solutions. Demonstrated ability in conducting comprehensive data analysis, employing critical thinking to solve complex problems with innovative solutions. Skilled in presenting complex data and findings in understandable formats, ensuring clear communication with stakeholders through reports and dashboards. Versatile skill set applicable across various industries, with a unique background combining technical expertise, research experience, and business acumen.

Overview

14
14
years of professional experience

Work History

Sr. Data Scientist

FeelAI
05.2022 - Current
  • Led a team of four data scientists. Spearheaded on-premise network data to Azure cloud migration. Streamlining automated data ingestion process from various platforms such as SQL server, Business Objects, Oracle, etc.
  • Delivered ad-hoc network and provisioning reports with operational recommendations, addressing a wide range of results and scenarios. Regularly interacted with executive leadership providing them with actionable insights and data-driven solutions.
  • AI powered solution measuring network assessing subscriber quality of experience, evaluating accuracy of internal and external customer classification solutions. This involves strategic collaboration with stakeholders for cost assessment and deployment planning.
  • Developed a churn recommendation system leveraging wifi happiness index to identify anomalies in network connections using unsupervised clustering techniques (KMeans, DBSCAN, Gaussian Mixture Model, Birch, Mean Shift Clustering).

Data Scientist

LogX Groups
10.2021 - 02.2022
  • Enhanced data accuracy by cleaning and preprocessing datasets for analysis.
  • Collaborated with cross-functional teams to integrate data science solutions into existing systems and processes.
  • Utilized version control systems like Git for efficient collaboration among team members on complex projects involving multiple contributors.
  • Evaluated model performance using various metrics such as accuracy, precision, recall, and F1 score to ensure optimal results.

Sessional Lecturer

University of Toronto
05.2021 - 08.2021
  • Reviewed program materials and coordinated updates to keep department materials relevant and accurate.
  • Participated in professional development opportunities to stay current with industry trends and continuously improve instructional approaches.
  • Served as a mentor to new faculty members, offering guidance on classroom management and lesson planning techniques.
  • Cultivated critical thinking skills through challenging assignments that required analysis, synthesis, and evaluation of information from various sources.
  • Developed strong relationships with colleagues, collaborating on curriculum development and sharing best practices in teaching strategies.

Statistician

RAX Laboratories
08.2010 - 08.2014
  • Evaluated efficiency of different statistical models using performance metrics such as accuracy rate or mean squared error MSE
  • Assisted in developing policies or procedures related to use of statistics within organization's operations framework
  • Applied various statistical techniques such as regression analysis, hypothesis testing, and predictive modeling to solve real-world problems.

Education

Doctor of Philosophy (Ph.D.) - Mathematics -

Lahore University of Management Sciences

Bachelor of Science - Mathematics

LUMS
Pakistan
05.2001 -

Skills

    Programming Skills:

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Publications

Multi scale entropy based adaptive fuzzy contrast image enhancement for crowd images, Multimedia Tools and Applications, 77, 15485-15504, https://www.scopus.com/authid/detail.uri?authorId=57201566832

Accomplishments

  • Best researcher Award , Lahore School of Economics (2021)
  • Overachiever Award, Ministry of Education, Punjab, Pakistan (2003)


Timeline

Sr. Data Scientist

FeelAI
05.2022 - Current

Data Scientist

LogX Groups
10.2021 - 02.2022

Sessional Lecturer

University of Toronto
05.2021 - 08.2021

Statistician

RAX Laboratories
08.2010 - 08.2014

Bachelor of Science - Mathematics

LUMS
05.2001 -

Doctor of Philosophy (Ph.D.) - Mathematics -

Lahore University of Management Sciences

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Asma KhalidSr. Data Scientist