خلاصہ

Data Scientist with 2+ years of experience in building ML-intensive platform, overcoming complex architectural and scalability issues. Proficient in predictive modelling, data processing and data mining algorithms. Capable of creating, developing, testing and deploying diverse services to translate business into substantial deliverables.


پراجیکٹس

Hand written digit recognization
Market Basket Analysis

تجربہ

کمپنی کا لوگو
Data Scientist
Numtra LLC
نومبر ۲۰۱۹ - جون ۲۰۲۲ | Lahore, Pakistan

Worked in a production environment in the cloud; Azure and Databricks (Cluster, mlflow).
Built NLP models to extract more value from the customer data we collect, which will help us know more about users and merchants.
Build and deployed predictive models using various tools to solve business problems and as well as for real time scoring.
Implemented Recommender Engine application. Implemented unsupervised clustering model of Py-Spark and sklearn.
Worked on model interpretability and make model more explainable by visualizing its output using SHAP and LIME.
Worked closely with customers to prepare correct data, build and deploy predictive models.
Worked on different Data Science Platform Alteryx, Rapid Miner Studio and Numtra itself.
Participated in Weekly meetings with executives and board members, provided information on progress. 

تعلیم

Qarshi Univeristy, Lahore
بیچلرز, بیچلرز ان سائنس, BSCS‎
DATA SCIENCE, Machine Learning
CGPA 3.6/4
2019

پیشہ ورانہ مہارتیں

متوسط Airflow
متوسط Analytics Skills
متوسط Artificial Intelligence Knowledge
متوسط Automation Languages Command
متوسط AWS cloud services
ابتدائی AWS Quicksight
متوسط AWS Services
متوسط Azure Cloud Machine Learning
متوسط Big Data
متوسط Data Acquisition
ماہر Data Analysis & Analytic
ماہر Data Analytics
متوسط Data Assessment
متوسط Data Exploration
متوسط Data Management
متوسط Data Mining
متوسط Data Modeling On WebFocus
ماہر Data Science
متوسط Data Structures Command
ماہر Database
متوسط Databricks
ابتدائی Django
ماہر Financial Modelling
ماہر Flask
متوسط Image Processing Algorithms
متوسط JSON
ماہر Jupyter Notebook
ماہر Machine Learning
متوسط Microsoft Azure
متوسط MongoDB
متوسط MS SQL Server
متوسط MSQL
متوسط MySQL
ماہر NumPy
ابتدائی Power BI
ماہر Programming Languages Command
ماہر Pycharm
ماہر PySpark
ماہر Python Framework Command
ماہر Python Knowledge
ماہر Python Scripting
ماہر Research and Development
ابتدائی Sales Verification
متوسط Security Principles
متوسط Snowflake
متوسط SQL

زبانیں

ماہر اردو
متوسط انگریزی