I have earned bachelors in Computer Science, currently working as senior data consultant. I have 3+ years of data science consultancy experience working in MNCs with financial institutions, telecom, and predictive maintenance (time series analysis)
Experience
Systems Limited
Nov 2021 – Present
Karachi, Pakistan
Senior Consultant - Data Science
Developed item matching recommendation engine using transformers which does similarity comparison of external item with in-house items, it's for supply chain business
Calculated item similarity using page rank and TFIDF embeddings for supply chain client
Afiniti
Feb 2021 – Nov 2021
Karachi, Pakistan
Data Scientist
Led a team of 2 analysts. Performed EDA and built models to predict car reservation patterns for car rental company which increased their sale by 5%
Utilized customers CRM and calls data to reduce churn rates for telecom company, it saved 3% customers
Analyzed data to help business team in order to find analytics use cases for Brazilian car rental company
IBM
Jun 2018 – Feb 2021
Karachi, Pakistan
Data Scientist
Designed customer churn analysis dashboard for one of the largest bank of Pakistan using IBM Watson which increased customer retention rate by 5%
Developed deep LSTMs based system which helped in reduction of server outages for financial institutes using IBM Watson which saved penalty cost to the company (IBM)
Designed and developed text mining model for extracting actionable insights from client documents which ease SMEs work
Education
National University of Computer and Emerging Sciences, Islamabad