Ashir Ali
Lahore, Punjab,PB
Summary
I am a professional with five years of experience in data engineering and analytics. Over the span of my career, I have been especially keen on learning new technologies especially in cloud-based integration in order to meeting new challenges head-on. Having worked on numerous projects, I have developed a particular interest in designing data integration, model training and cloud based ETL solutions. My strong communication skills enable me to work in large teams at various stages of the project life cycle from inception to delivery.
Overview
5
5
years of professional experience
Work History
Senior DATA ENGINEER
Vu360 Solutions
11.2021 - Current
- Development of dynamic mappings for Data warehouse in AWS - RDS and Redshift
- Data Migration jobs using AWS - DMS
- Designing and proposing cloud-based solutions to migrate the existing data lake
- Create data pipelines on AWS using S3, EMR, Redshift, Glue Data brew, Lambda and Glue
- Requirements gathering and designing business use cases in order to assess the total effort and design a viable solution under the given time constraints
- Development of complex data transformation mappings for semantic data layer
- Parsing of structured and unstructured data in pandas and PySpark
- Perform business analysis and designing analytical solutions to the customer
- Developed mappings, workflows and bind all into application via Airflow
- Used SQL Server, S3, redshift, ServiceNow, Firestore and Datadog for data extraction and integration.
MACHINE LEARNING ENGINEER
Sirius Support
01.2021 - 11.2021
- Experience of full life-cycle software development, to include AGILE, git, CI/CD
- Experience with Computer Vision Based Projects
- Ability to understand and long-term project development issues at all levels, from interpersonal relationships to the details of coding scripts with strong analytical, organizational, presentation and problem-solving skills
- Excellent relationship building skills leading to improved customer satisfaction Motivated team player with proven communication abilities and inter-personal skills
- Drive the analysis, design, and development of new dimensional models and enhancements to current models.
PYTHON DEVELOPER
ÄHDUS TECHNOLOGY
01.2019 - 03.2021
- Software Testing i-e black box testing and Unit Testing
- Wrote blogs on 'Comparative Analysis of Automated Beehive Systems' to cover gaps in prebuilt solutions in the market and also performed analysis on Honey bees data to detect the mortality rate of bees in the beehives using data science techniques in python
- Collected real-time data through sensors and performed data analysis for various factors to save bees and improve honey production
- In the realm of data science, honed expertise across a range of domains, including data preprocessing, model training, and post-processing
- Effectively utilized Python libraries such as NumPy, Pandas, and scikit-learn, with a specialization in working with numeric datasets and proficiently addressing regression and classification tasks
- Substantial proficiency in data analysis and visualization, employing tools such as Tableau and Matplotlib to extract meaningful insights from data
- Projects for data science included creating visualizations to elucidate relationships between various variables, implementing unsupervised learning methods to cluster customers, utilizing historical data and contextual factors to predict daily store visitor counts, and forecasting product sales by leveraging historical sales data.
Education
BACHELORS IN COMPUTER SCIENCE -
Information Technology University (ITU)
06.2018
Skills
- SQL
- ORACLE
- PostgreSQL
- Power BI
- AWS Data Engineering
- Open-Source ETL Developer
- Data Analytics
- Pandas/PySpark
- Machine Learning Engineer
- MLFlow
- TensorFlow
- ETL development
- Data programming
- Performance Tuning
- API Development
Timeline
Senior DATA ENGINEER
Vu360 Solutions
11.2021 - Current
MACHINE LEARNING ENGINEER
Sirius Support
01.2021 - 11.2021
PYTHON DEVELOPER
ÄHDUS TECHNOLOGY
01.2019 - 03.2021
BACHELORS IN COMPUTER SCIENCE -
Information Technology University (ITU)
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