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Arzam Abid, Senior Data Analyst

Arzam Abid

Senior Data Analyst·Tecshield

Saudi Arabia

Bachelor's degree, Bachelor of Science: Electrical Engineering

Work experience

Total years of experience: 7 years, 0 months

Senior Data Analyst

March 2022 - Present

Tecshield

Lahore, Pakistan •Hybrid

March 2022 - Present

• Analyzed text data with a tailored BERT model, enhancing categorization accuracy by 15%, a crucial metric for data-driven decision-making.
• Executed entity extraction using Named Entity Recognition (NER) and meticulously tagged parts of speech, ensuring high data quality and consistency.
• Conducted comprehensive POS tagging error analysis with advanced analytical tools, greatly increasing data reliability.
• Developed and optimized a robust topic modeling system, facilitating deeper insights and improved data interpretation.
• Leveraged machine learning techniques to drive impactful results in data analysis and predictive modeling, aligning with best practices in data science.
Company industry:
IT Services
Job role:
Information Technology

Machine Learning Engineer

December 2022 - February 2024

DP World

Dubai, United Arab Emirates

December 2022 - February 2024

• Architected computer vision pipelines using YOLO, Mask R-CNN, and CNN-based
components for object detection, image segmentation, event recognition, and
video analytics across CCTV streams.
• Optimized video inference workflows with OpenCV, FFmpeg, NVIDIA NVENC, and
GPU-aware processing techniques to support near real-time inference, lower
latency, and more stable throughput.
Company industry:
Shipping

Data Engineer

February 2022 - September 2022

Kavtech Solutions (Private) Ltd.

Lahore, Pakistan

February 2022 - September 2022

• Leveraged data profiling and SQL optimization techniques to significantly reduce database errors, improving query accuracy and operational reliability.
• Utilized Pandas for data manipulation and analysis, enhancing data quality and insights.
• Revamped Google Ads API code, achieving a remarkable reduction in average response time from 500 ms to 170 ms, which improved user interface responsiveness.
• Supported real-time KPI tracking on dashboards, facilitating informed decision-making.
• Streamlined campaign workflows and simplified AdWords reporting processes, leading to increased operational efficiency and better integration of key performance indicators.
• Developed foundational skills in machine learning and data analysis, preparing for a transition to a Data Scientist role.
Company industry:
IT Services

Junior Data Scientist

February 2021 - February 2022

Programmers Force

Lahore, Pakistan

February 2021 - February 2022

• Developed machine learning models across more than 1000 classification
categories, combining data cleaning, feature engineering, experimentation, error
analysis, and model evaluation.
• Improved model performance by 20% through hyperparameter tuning, feature
selection, iterative testing, and practical experimentation on production-oriented
datasets.
Company industry:
IT Services
Job role:
Information Technology

Python Developer

June 2019 - January 2021

Ebiz Ltd.

Lahore, Pakistan

June 2019 - January 2021

• Designed and implemented backend APIs with Flask and Django, enhancing data retrieval and processing efficiency for scalable applications.
• Leveraged data-driven insights to optimize application performance, contributing to improved user experience and engagement.
• Integrated real-time data streaming in a video conferencing platform using WebSocket, facilitating seamless communication and collaboration.
• Utilized Python for data manipulation and analysis, laying the groundwork for future machine learning model development.
• Collaborated with cross-functional teams to translate business requirements into data-driven solutions, fostering a culture of data literacy.
• Actively pursued continuous learning in data science and machine learning methodologies to enhance analytical capabilities.
Company industry:
Recruitment & Employee Placement Agency
Job role:
Information Technology

Education

Government College University

October 2024

October 2024

Bachelor's degree, Bachelor of Science: Electrical Engineering

Pakistan

GPA (point): 3.5 out of 4

GPA (point): 3.5 out of 4

Hanyang University

August 2024

August 2024

Master's degree, Master of Science: Computer Science

Korea (South)

GPA (point): 3.8 out of 4

GPA (point): 3.8 out of 4

Skills

Machine Learning
Expert
Machine Learning
Expert
Analytics
Expert
Analytics
Expert
EDA
Expert
EDA
Expert
Python
Expert
Python
Expert
Databases
Expert
Databases
Expert
DATA ANALYSIS
Expert
DATA ANALYSIS
Expert
SEMANTIC SEARCH
Intermediate
SEMANTIC SEARCH
Intermediate
ANALYTICS
Expert
ANALYTICS
Expert
INTEGRATION
Expert
INTEGRATION
Expert
BIT ERROR RATE TESTER (BERT)
Expert
BIT ERROR RATE TESTER (BERT)
Expert
DATA DOMAIN
Expert
DATA DOMAIN
Expert
MANAGEMENT
Expert
MANAGEMENT
Expert
SOCIAL MEDIA ANALYTICS
Expert
SOCIAL MEDIA ANALYTICS
Expert
NAIVE BAYES
Expert
NAIVE BAYES
Expert
PYTHON (PROGRAMMING LANGUAGE)
Expert
PYTHON (PROGRAMMING LANGUAGE)
Expert
RELIABILITY
Expert
RELIABILITY
Expert
Python
Intermediate
Python
Intermediate
TOPIC MODELING
Intermediate
TOPIC MODELING
Intermediate
AWS SAGEMAKER
Intermediate
AWS SAGEMAKER
Intermediate
MICROSOFT POWERPOINT
Intermediate
MICROSOFT POWERPOINT
Intermediate
MICROSOFT EXCEL
Intermediate
MICROSOFT EXCEL
Intermediate
MICROSOFT WORD
Intermediate
MICROSOFT WORD
Intermediate
Computer Vision
Intermediate
Computer Vision
Intermediate
SQL
Intermediate
SQL
Intermediate
COMPUTER PROGRAMMING
Intermediate
COMPUTER PROGRAMMING
Intermediate
CHATBOT
Intermediate
CHATBOT
Intermediate
IMAGE ANALYSIS
Intermediate
IMAGE ANALYSIS
Intermediate
FINANCIAL DATA
Expert
FINANCIAL DATA
Expert
DASHBOARD
Expert
DASHBOARD
Expert
CUSTOMER RELATIONSHIP MANAGEMENT
Expert
CUSTOMER RELATIONSHIP MANAGEMENT
Expert
AMAZON WEB SERVICES
Intermediate
AMAZON WEB SERVICES
Intermediate
APPLICATION PROGRAMMING INTERFACE (API)
Expert
APPLICATION PROGRAMMING INTERFACE (API)
Expert
NLP
Intermediate
NLP
Intermediate
AWS SAGEMAKER
Intermediate
AWS SAGEMAKER
Intermediate
BERT NLP MODEL
Intermediate
BERT NLP MODEL
Intermediate
AMAZON WEB SERVICES
Intermediate
AMAZON WEB SERVICES
Intermediate
NUMPY PYTHON PACKAGE
Intermediate
NUMPY PYTHON PACKAGE
Intermediate
NVIDIA CUDA
Intermediate
NVIDIA CUDA
Intermediate
PANDAS PYTHON PACKAGE
Intermediate
PANDAS PYTHON PACKAGE
Intermediate
PYTORCH MACHINE LEARNING LIBRARY
Intermediate
PYTORCH MACHINE LEARNING LIBRARY
Intermediate
SCIPY
Intermediate
SCIPY
Intermediate
TENSORFLOW
Intermediate
TENSORFLOW
Intermediate
VISUAL BASIC FOR APPLICATIONS
Intermediate
VISUAL BASIC FOR APPLICATIONS
Intermediate
COMPUTER VISION
Intermediate
COMPUTER VISION
Intermediate
ANALYTICS
Intermediate
ANALYTICS
Intermediate
DATA ENGINEERING
Intermediate
DATA ENGINEERING
Intermediate
DATA SCIENCE
Intermediate
DATA SCIENCE
Intermediate
DECISION MAKING
Intermediate
DECISION MAKING
Intermediate
DEEP LEARNING
Intermediate
DEEP LEARNING
Intermediate
MACHINE LEARNING
Intermediate
MACHINE LEARNING
Intermediate
NATURAL LANGUAGE PROCESSING
Intermediate
NATURAL LANGUAGE PROCESSING
Intermediate
OPERATIONAL INTELLIGENCE
Intermediate
OPERATIONAL INTELLIGENCE
Intermediate
PYTHON PROGRAMMING LANGUAGE
Intermediate
PYTHON PROGRAMMING LANGUAGE
Intermediate
DATA SCIENCE
Intermediate
DATA SCIENCE
Intermediate
ANALYTICAL THINKING
Intermediate
ANALYTICAL THINKING
Intermediate
EXPLORATORY DATA ANALYSIS
Intermediate
EXPLORATORY DATA ANALYSIS
Intermediate
FEATURE ENGINEERING
Intermediate
FEATURE ENGINEERING
Intermediate
MACHINE LEARNING
Intermediate
MACHINE LEARNING
Intermediate
PREDICTIVE ANALYTICS
Intermediate
PREDICTIVE ANALYTICS
Intermediate
PREDICTIVE MODELING
Intermediate
PREDICTIVE MODELING
Intermediate
PROCESS LIFECYCLE
Intermediate
PROCESS LIFECYCLE
Intermediate
QUANTITATIVE DATA ANALYSIS
Intermediate
QUANTITATIVE DATA ANALYSIS
Intermediate
RESEARCH
Intermediate
RESEARCH
Intermediate
BACK END SOFTWARE ENGINEERING
Intermediate
BACK END SOFTWARE ENGINEERING
Intermediate
COMPUTER VISION
Intermediate
COMPUTER VISION
Intermediate
DATA INGESTION
Intermediate
DATA INGESTION
Intermediate
DATA MODELING
Intermediate
DATA MODELING
Intermediate
DATA PIPELINES
Intermediate
DATA PIPELINES
Intermediate
DATA PREPROCESSING
Intermediate
DATA PREPROCESSING
Intermediate
EVALUATION PROJECTS
Intermediate
EVALUATION PROJECTS
Intermediate
FEATURE ENGINEERING
Intermediate
FEATURE ENGINEERING
Intermediate
NATURAL LANGUAGE PROCESSING
Intermediate
NATURAL LANGUAGE PROCESSING
Intermediate
SEMANTIC SEARCH
Intermediate
SEMANTIC SEARCH
Intermediate

Social profiles

Github
Github
github.com/arzamabid

Languages

Arabic
Expert
English
Expert
Urdu
Expert

Training and Certifications

Certifications
Data Analysis and Visualization with Python
Udacity Machine Learning Fundamentals —
Data Analysis and Visualization with Python
Machine Learning Fundamentals
Deep Learning Nanodegree
Data Analysis & Visualization with Python
Machine Learning Fundamentals
Deep Learning Nanodegree
Data Analysis with Python
Nanodegree Machine Learning Fundamentals
collibra workflow engineer
Mar 2021

Hobbies

  • Travelling