Years of Experience as Data Professional
Saqueeb Abdullah
Data Scientist | Machine Learning Engineer | Business Analyst
Toronto,ON
Summary
Meticulous Data Scientist accomplished in compiling, transforming and analyzing complex information through software. Expert in machine learning and large dataset management. Demonstrated success in identifying relationships and building solutions to business problems.
Overview
6
6
11
11
Training and Certification
1
1
Publication
4
4
Major Projects
Work History
Data Scientist
Make More Digital
12.2022 - 08.2023
- Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets.
- Extracted and assessed data from databases to drive improvement of product development and business strategies and processes.
- Collaborated with cross-functional teams to identify analytical requirements and transform them into business value.
- Developed analytics using Python's Data Science Libraries and interactive dashboards with Microsoft Power BI to create impactful visualizations that accelerated decision- making.
- Processed, cleaned, and ensured data integrity for analysis while managing Data Warehouses, Pipelines and ETL process.
- Created and implemented new forecasting models to increase company productivity.
Senior Machine Learning Engineer
Synesis IT
08.2021 - 11.2022
- Transformed raw data to conform to assumptions of machine learning algorithm.
- Studied new technologies to support machine learning applications.
- Collaborated with multi-disciplinary product development teams to identify performance improvement opportunities and integrate trained models.
- Identified new problem areas and researched technical details to build innovative products and solutions.
- Orchestrated end-to-end development of AI models, including data preprocessing, training, evaluation, monitoring, and API deployment.
- Engineered real-time ML models for anomaly detection, facial recognition, and video conferencing using CUDA and Cloud Technologies.
- Provided leadership to a team, achieving improved performance in a year.
Machine Learning Engineer/Data Scientist
Accelx Inc.
03.2019 - 08.2021
- Spearheaded the development of Sentiment Analysis, Price Prediction, Demand Forecasting models, and an Intelligent search system that boosted market value.
- Engineered an AI model for COVID-19 identification from Chest X-rays, streamlining patient treatment significantly.
- Established workflow management with Airflow and improved model CI/CD practices.
- Enhanced business analytics, leveraging data insights to refine customer understanding.
- Directed the Business Intelligence and Marketing team to contribute increasing company revenue.
Data Analyst
Exstyle Ltd.
02.2017 - 02.2019
- Produced monthly reports using advanced Excel spreadsheet functions.
- Identified, analyzed and interpreted trends or patterns in complex data sets.
- Created various Excel documents to assist with pulling metrics data and presenting information to stakeholders for concise explanations of best placement for needed resources.
- Generated reports and obtained data to develop analytics on key performance and operational metrics.
- Created apparel design, social media contents for marketing and executed digital marketing campaigns successfully.
Projects
Convay (www.convay.com)
Work Period: Dec 2021 - Jul 2022)
- Associated with Synesis IT
- Real-Time Anomaly Detection During Video Conferencing, detects nudity in the frame and heterogeneous anomalies
- Skills Utilized: Data Analysis · Project Management · Python · PyTorch · TensorFlow · Object Detection · MLOps · Image Processing · Deep Learning · Computer Vision · Software Development · Machine Learning · Artificial Intelligence (AI) · Microsoft Office · Management · Team Management · Presentations · Business Analysis · Analytical Skills · Leadership
Bengali OCR (Bilingual)
Work Period: Nov 2021 - Feb 2022
- Associated with Synesis IT
- Developed an algorithm that converts images with Bengali+ English text to text.
- Skills Utilized: TensorFlow · Optical Character Recognition (OCR) · Image Processing · Deep Learning · Artificial Intelligence (AI) · Python
Martspy (www.martspy.com)
Work Period: January 2020 - Aug 2021
- Associated with Accelx Inc.
- MartSpy is a retail and eCommerce optimization platform for maximizing conversion and profit. It is an AI aided big-data analytics, designed for today’s highly competitive market.
- Skills Utilized: Team Management · Data Visualization · Presentations · Natural Language Processing (NLP) · Business Analysis · Analytical Skills · Leadership · Data Analysis · SQL · Project Management · PyTorch · Data Processing · TensorFlow · Business Development · Entrepreneurship · Time Series Analysis · MLOps · Image Processing · Deep Learning · Software Development · Machine Learning · Artificial Intelligence (AI) · Graphic Design · Microsoft Excel · Microsoft PowerPoint · Microsoft Word · Python · Management · Data Science
Care71 (https://sofimed.accelx.net)
Work Period: February 2021 - August 2021
- Associated with Accelx Inc.
- Care71 is a telemedicine+hospital/clinic management app aims to aid doctors and enhance patient's service experience. Developed Covid detection model from chest X-Ray
- Skills Utilized: Team Management · Analytical Skills · Data Analysis · Project Management · TensorFlow · Data Processing · TensorFlow · Image Processing · Deep Learning · Software Development · Machine Learning · Artificial Intelligence (AI) · Microsoft Excel · Microsoft PowerPoint · Microsoft Word · Python · Management
Education
Bachelor of Science - Computer Science
BRAC University
Dhaka, BD2019
Skills
- Business Forecasting
- Statistical Analysis
- Data Mining
- Machine Learning
- Agile Methodology
- Business Requirements Gathering
- Data Analysis & Visualization
- Optimization Techniques
- Neural Networks
- Deep Learning
- Time Series Analysis
- Feature Engineering
Accomplishments
- Drove 10% Faster Project Completion: Defined precise project requirements, accelerating completion by 10%. (Make More Digital)
- Achieved 15% Performance Surge: Led team to surpass previous results by 15%. (Synesis IT, Project: Convay)
- Increased Market Value by 35%: Pioneered Sentiment Analysis, Price Prediction, and Demand Forecasting, boosting market value by 35%. (Accelx Inc. Project: Martspy)
- Enhanced Patient Treatment Efficiency by 10%: Developed AI for COVID-19 identification, improving efficiency by 10%. (Accelx Inc. Project: Care71)
- Improved Business Insights by 12%: Enhanced analytics, enabling 12% better decision- making.
- Ranked 99th Nationally in ICT Ministry Scholarship: Attained a prestigious position in the competitive Government Scholarship for Artificial Intelligence, Data Science, and Machine Learning
Certification
[University of Michigan] Python For Everybody
[Google] Crash Course on Python
[deeplearning.ai] AI for everyone
[Google Cloud] How Google Does Machine Learning
[Coursera Project Network] Sentiment Analysis with Deep Learning with BERT
[Green IT Solutions] Machine Learning Python
[Coursera Project Network] Convolutions for Text Classification with Heras
[Coursera Project Network] Save, Load and Export Models with Keras
[Google Cloud] Launching into Machine Learning
[Coursera Project Network] Image Classification with CNNs using Heras
[Coursera Project Network] Processing Data with Python
[First Hand Academy] Professional Graphics Design
[Coursera Project Network] Facial Expression Recognition with Heras
Publications
- "Intelligent Crime Investigation Assistance Using Machine Learning Classifiers on Crime and Victim" (First Author, 23rd ICCIT, 2020)