LINKS

SUMMARY

TECHNICAL SKILLS

MAJOR ACADEMIC PROJECTS

ZAMAN

ALI

Chase Ave Des Plaines, Illinois 600**-***-*** 5630 admj2u@r.postjobfree.com Portfolio: https://zamanali23.github.io/zaman-ali.github.io/ Linkedin: https://www.linkedin.com/in/zaman-ali-237810ab/ GitHub: https://github.com/zamanali23/zaman-ali.github.io Data Scientist Proficient in predictive modeling, data processing, data mining algorithms, and scripting languages, including Python and Java. Skilled at creating, developing, testing, and deploying highly adaptive diverse services to translate business and functional qualifications into substantial deliverables. Programming Languages: Python, Php, C, C++, Assembly Language, VHDL, AutoCAD, Matlab

IDE: Google Colab, Jupiter Notebook, Intellij, Visual Studio. Libraries: Numpy, Pandas, Matplotlib, Seaborn, sci-kit-learn, Spicy, Tensorflow, Keras. Data Science Skills: Data Visualization, Data Cleaning, Exploratory Data Analysis, Probabilities & Statistics, Machine Learning, Predictive Modeling, Model Optimization, Deep Learning, NLP, Model Deployment, Neural Networks, Algorithms. Database: MySQL, SQL Server.

Other Skills: Git/Github, Apache Maven, Unix-Shell script, Digital Systems, Embedded Microprocessor, Signal Processing, Circuit Theory, and Analysis, PCB Designing, Microcontroller.

Operating System: Windows, macOS, Linux.

Recognizing Handwritten numbers using Neural Networks Learned how to augment images for classification Implemented a CNN model. Trained a CNN model which achieved an accuracy of 99.97 % in identification. Created a pipeline to improve it model implementation. Deployed Bagging and Boosting models to classify app-based transactions as fraudulent or not

WORK EXPERIENCE

Achieved an accuracy of 89% using XGB classifier and 87% using the Bagging Classifier

Explored the dataset for anomalies and missing values. Used Pandas to derive new features in the dataset. Applied XGBoostClassifier with default parameters. Calculated AUC/ROC score with default hyperparameters. Computed feature importance score and name the top 5 features/columns Applyied BaggingClassifier with base_estimator.

LogisticRegression and compute AUC/ROC score.

On the basis of AUC/ROC score compared BaggingClassifier and XGBoostClassifier. SEPTEMBER 2016-DECEMBER 2019

Junior Engineer Inducto Powers Manufacturing Gujranwala, Punjab Monitored installation and operations to ensure customer satisfaction. Applied principles of electrical theory to advance and improve product development and efficiency.

Utilized AutoCAD technical drawings and electrical systems specifications that exceeded company standards.

Studied circuit board troubleshooting, soldering, etc., from senior engineers Prepared and submitted cost allocation reports.

JUNE 2015-SEPTEMBER 2016

Junior Engineer Wapda School Muzaffarghar Gujranwala, PB

● Assisted in designing PV systems (Converts sunlight into electricity.)

● Equipped selected PV systems with uninterruptible power supply (UPS) capability, allowing customers to operate selected circuits for hours (or even days) during a utility power outage.

● Assisted in distributing system voltage performance analysis for high-level penetration photovoltaics, contributing to research study that will be used to optimize future PV systems.

● Conducted efficiency and price/watt comparisons on other solar power systems on the market to gather intelligence used for marketing campaigns.

● Created content and maintained company blog, educated the public on the advantages of solar electric power.

● Consulted and planned equipment layout to resolve problems in system operation or maintenance.

● Maintained equipment logs, recorded performance problems, repairs, calibrations, and tests.

JUNE 2014-OCTOBER 2014

EDUCATION

Student Intern Descon Engineering Limited Gujranwala, PB Tested Dosimetry and mapped the findings

Gathered data for Energy Saving Opportunities

Planned and revised - Emergency Preparedness.

Presented findings, post-research, on free air-cooling. JUNE 2013-SEPTEMBER 2013

Volunteer - Quality Assurance Analyst Control Nestle Gujranwala, PB Resolved quality-related issues adhering to deadlines Provided training to quality assurance

Created efficient design protocol that can be used across all domains Prepared documentation of inspection process with detailed reports and performance

Recommended improvement measures to production process to ensure quality control standards are met

2020

Bootcamp: Data Science

TECH I.S., Santa Clara

Completed an accelerated program with an immersive hands-on curriculum. Areas of focus were Exploratory Data Analysis, Probabilities & Statistics, Machine Learning, Predictive Modelling, Model Optimizations, Deep Learning, NLP, Model Deployment, Data Visualisation.

AUGUST 2017

Master of Arts: Masters of Project Management

Keller Graduate School of Management, Illinois

JUNE 2015

Bachelor of Engineering: Electrical Engineering

The University of Lahore, Lahore, Pakistan

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