Summary
Overview
Work History
Education
Skills
Websites
Certification
Timeline
Generic

Osama Ibrahim

Karachi

Summary

6+ years of experience in Data Science and Machine Learning, with a strong track record across industries such as healthcare, digital marketing, and supply chain. Skilled in extracting insights from large-scale transactional datasets using SQL and Python, and delivering AI/ML solutions on enterprise platforms like Teradata Vantage and Clearscape Analytics.

Overview

7
7
years of professional experience
1
1
Certification

Work History

Data Scientist

Teradata
11.2021 - Current
  • Built end-to-end ML pipelines using Teradata Clearscape and Python to solve business problems in healthcare, telecom, retail, and finance.
  • Delivered computer vision pipeline for drill bit damage assessment using instance segmentation and DL-based grading.
  • Developed ARIMA forecasting model on 12-year patient inflow data using Teradata UAF.
  • Implemented in-DB analytics pipelines for telecom 5G quality of experience prediction using channel-level metrics.
  • Developed retail demand forecasting and safety stock calculators using predicted lead times and ABC classification.
  • Led benchmarking analysis of Clearscape ML functions against open-source libraries.
  • Created sentiment scoring and keyword extraction use cases using fine-tuned BERT on Vantage Cloud Lake.
  • Led SAS-Teradata enablement sessions internally and with customers to improve workflow optimization using SAS Access Engine.

Data Scientist

Social Pie (Binary Vibes Pvt Ltd)
01.2020 - 11.2021
  • Built KPIs from social media API data for customer sentiment, engagement, and brand impact.
  • Improved sentiment analysis models for Urdu and Roman Urdu using custom NLP pipelines.

Jr. Data Scientist

Binary Vibes Pvt Ltd
11.2018 - 01.2020
  • Designed NLP models for text classification and sentiment extraction from social media posts.
  • Applied NER and topic modeling for social listening dashboard.

Machine Learning Engineer

Liquid Technologies
06.2018 - 11.2018
  • Developed predictive models using SQL-based supply chain data for forecasting and inventory management.
  • Created live dashboards with Power BI to visualize analytics outcomes.

Education

Bachelor of Science - Computer Science

Institute of Business Administration (IBA)
Karachi
06-2018

Skills

  • Python, SQL, Scikit-learn, Pandas, Keras, Power BI, SAS, Hadoop, Teradata Vantage, Clearscape Analytics
  • ML Techniques: Forecasting, Regression, Classification, NLP, Computer Vision, Time Series, Segmentation
  • Tools: Jupyter, Git, MLE, UAF, BERT, ARIMA, SAS Access Engine, Teradata
  • Python programming
  • Machine learning
  • SQL databases
  • Statistical analysis
  • Scikit-learn
  • Natural language processing
  • Neural networks
  • Sentiment analysis
  • Data wrangling
  • Feature engineering
  • Data mining
  • Business forecasting
  • Anomaly detection
  • Optimization techniques
  • Time series analysis
  • Deep learning
  • Data analytics
  • Analytical skills
  • Data visualization
  • Pattern recognition
  • Data preprocessing and cleaning
  • Decision trees
  • Predictive modeling

Certification

  • Vantage associate 2.1
  • SAS Applied Statistics for Machine learning
  • SAS-Teradata integrated Skills training
  • Delivered SAS-Teradata integrated Skills training
  • Interest in building enterprise use cases and operational ML pipelines, Enabling industries answer some of the toughest questions using Machine learning and Artificial intelligence.

Timeline

Data Scientist

Teradata
11.2021 - Current

Data Scientist

Social Pie (Binary Vibes Pvt Ltd)
01.2020 - 11.2021

Jr. Data Scientist

Binary Vibes Pvt Ltd
11.2018 - 01.2020

Machine Learning Engineer

Liquid Technologies
06.2018 - 11.2018

Bachelor of Science - Computer Science

Institute of Business Administration (IBA)

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Osama Ibrahim