Artificial Intelligence Engineer

Aminul Islam

**/**, *** ******, *** Road, Savar,

**** *****, **********

******.**@*****.***

+880**********

Linkedin Profile

About Me

“Driven AI Engineer along with a Data

Scientist’s mindset” always eager to thrive in

demanding Computational Intelligence

processing environments. Well-informed on

the latest Machine Learning advancements.

Ready to combine tireless hunger for state-of-

the-art techniques with a desire to exploit

cutting-edge AI and Data Science technology.

Skills

Data-Driven Decision Making and

Artificial Intelligence Applications

Pipeline

Exploratory Data Analysis with

Processing, Cleaning, and

Visualizing Data

Data Preparation and

Augmentation for Machine

Learning and Deep Learning

Algorithms

Building and Deploying Machine

Learning and Deep Learning

Models

Test, Evaluation, and

Classification of Artificial

Intelligence Frameworks and

Models

Research and Development to

Production Workflow in

Computer Vision and Natural

Language Processing Technology

Professional Experience

Next Solution Lab

Artificial Intelligence Engineer

Studied and converted data science

prototypes to design and develop Machine

Learning systems and schemes.

Performed statistical analysis and fine-

tune models using test results.

Searched available datasets online for

training purposes.

Trained and retrained ML systems and

models as and when necessary.

Extended and enriched existing ML

frameworks and libraries.

Developed Machine Learning apps

according to customer/client

requirements.

Researched, experimented with, and

implemented suitable ML algorithms and

tools.

Analyzed the problem-solving capabilities

and use-cases of ML algorithms and

ranked them by their success probability.

Explored and visualized data for better

understanding and identified differences

in data distribution that could impact

model performance when deploying it in

real-world scenarios.

Artificial Intelligence Research Assistant

Applied theoretical expertise and

innovation to create or apply new

technology such as adapting state-of-the-

art principles for Machine or Computer

Vision and Natural Language Processing to

new uses.

Collaborated with the Artificial Intelligence

team to define and meet data modeling

standards for AI projects in Research and

Development as well as in production.

Fujitsu, AI and Data Science Trainee

Senior AI Engineers and Data Scientists from

Fujitsu conducted and mentored the

traineeship. Trainees received hands-on

knowledge of the industry-driven AI works

with state-of-the-art techniques with real-

world datasets for Vision and Language

models.

Mar 2020 – present Dhaka, Bangladesh

Jan 2020 – Feb 2020 Dhaka, Bangladesh

Sep 2019 – Dec 2019 Tokyo, Japan

Tools Used

Programming Languages: Python, Java,

C/C++

Data Analysis libraries including Numpy,

Pandas, Scipy

Image Processing with OpenCV and PIL,

Object Serialization using Pickle

Model Implementation and Inference of

ML & DL Algorithms through SciKit-

Learn, Keras, TensorFlow, and PyTorch

Visualization with Tensorboard,

Matplotlib, Seaborn, Plotly, Bokeh along

with Reports using Excel

SQL: PostgreSQL, MySQL

Prominent expertise with Linux Distro

and Command Line Interfaces

Experiences in the cloud with Amazon

Web Services-AWS and Model

Deployment with Docker and

Kubernetes

Distributed model training using GPU

Machine Learning API using Flask and

FastAPI

Education

MS in Computer Science and Engineering,

United International University

Courses:

Data Mining

Computational Intelligence

Machine Learning

Deep Learning

Natural Language Processing

Advanced Artificial Intelligence

Reinforcement Learning

Research Methodology and Technical Writing

Master of Applied Statistics and Data

Science, Jahangirnagar University

Courses:

Statistical Methods

Probability and Probability Distributions

Sampling Methodology

Statistical Inference

Multivariate Analysis

Applied Data Science

Time Series Analysis and Forecasting

Big Data Analytics

Bachelor of Science in Engineering,

Bangladesh University of Engineering and

Techonology

Projects

Total/Layout Text Detection from Complex

Documents

Vertical and Curved Text Detection from

Complex Documents

Masked Language Model for Bangla

Language

Line Detection from Tabular Documents

Seal-Seller Name Verification

Classifier using Ensemble of Stacked

Generalization

COVID-19 Detection using UNET Semantic

Segmentation

Jul 2020 – present Dhaka, Bangladesh

Jan 2019 – Jun 2020 Dhaka, Bangladesh

May 2012 – Feb 2017 Dhaka, Bangladesh

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