Summary
Overview
Work History
Education
Skills
Timeline
Generic

Bilal Ayub

Toronto,Ontario

Summary

Prudent Business Intelligence Analyst with 4+ years providing employers with valuable and actionable data to drive profit growth. Practiced at filtering information to find and highlight vital metrics and revelatory findings. Keen support business growth by leveraging intelligence assets to predict and reveal optimal business strategies.

Overview

6
6
years of professional experience

Work History

Data Scientist

Seeloz Inc.
04.2022 - 06.2023
  • Facilitated stakeholder analysis of major KPIs by building a Power BI client dashboard with data sourced from Azure Blob Storage, enhancing performance benchmarking capabilities
  • Delivered actionable insights by mining and analyzing supply chain ERP data with Google BigQuery, optimizing processes for enhanced efficiency
  • Boosted team efficiency by 2x by developing a Plotly Dash dashboard that utilizes ETL operations to swiftly fetch and compare multiple AI models data, significantly reducing evaluation time.
  • Reduced post-deployment issues by 50% through thorough peer code reviews that identified bugs and suggested improvements for more efficient code.


Data Scientist

Afiniti Software Solutions Pvt. Ltd
11.2017 - 10.2020
  • Automated hourly and daily reports with email alerts containing KPIs and AI model performance indicators reduced the production team's response time by 95%, improving model debugging for an £800k monthly revenue client.
  • Led client onboarding by defining KPIs, creating business logic, and translating technical challenges into actionable resolutions, ensuring smooth AI model development for largest telco company in UK
  • Implemented data merging logic of 3rd party CRM data with existing customer datasets, improving AI model performance by 20% through enhanced data completeness
  • Built a Grafana interactive dashboard to benchmark AI models' performance, enabling faster (2x) data-driven decisions on model deployment by visualizing past and current models based on set KPIs.
  • Improved model overfitting by conducting data mining with MySQL queries and applying statistical analysis and feature selection through the Random Forest algorithm for my team

Education

Master of Science - Data Science

Information Technology University
Lahore, Pakistan
06.2022

Bachelor of Science - Electrical Engineering

Lahore University of Management Sciences
Lahore, Pakistan
06.2017

Skills

  • Data Mining
  • Intelligence Gathering and Analysis
  • Requirements Translation
  • SQL and Database Querying
  • Data Visualization and Dashboard
  • Model Pipeline Building
  • Project Management
  • Statistical Analysis

Timeline

Data Scientist

Seeloz Inc.
04.2022 - 06.2023

Data Scientist

Afiniti Software Solutions Pvt. Ltd
11.2017 - 10.2020

Master of Science - Data Science

Information Technology University

Bachelor of Science - Electrical Engineering

Lahore University of Management Sciences

Similar Profiles

CREATE PROFILE
Bilal Ayub