Ahammed Sakir Nabil Portfolio

About

I am currently working as a full-time software and systems engineer alongside pursuing my Master's degree in Computer Science and Engineering. I am enthusiastic and passionate in the fields of A.I, Machine Learning, Deep Learnig and Computer Vision. I am also efficient and knowledgable in Cloud and DevOps. I am an excellent team-worker who can work and get along with people of diverse backgrounds and cultures. I believe time management, analytical problem solving and decision making are my greatest strengths. I am a fast and active learner and am always interested in new opportunities of the financial, business, tech and IT world. I love to explore and learn new domains and I believe my profile is proof of that.

Software Engineer & Aspiring Researcher

Phone: +8801743887610
City: Dhaka, Bangladesh
Highest Degree: Master's (Ongoing)
Email: ahammedsakir.nabil@gmail.com
Website: instig8r.github.io/Ahammed-Sakir_Nabil/
Linkedin: www.linkedin.com/in/ahammed-sakir/
Google Scholar: scholar.google.com/citations?user=LMYuMrcAAAAJ&hl=en&oi=ao

Education and Experience

Summary

Ahammed Sakir Nabil

A software and systems engineer with a specialization in DevOps and Cloud.
Keen interest in academia and research in the fields of A.I & ML.
Highly interested in learning diverse topics and acquiring new skills along the way

Dhaka, Bangladesh
+880 1743887610
ahammedsakir.nabil@gmail.com

Education

Master's of Computer Science and Engineering

2022 - Present

North South University, Dhaka, Bangladesh

CGPA : 3.90 / 4.00 (Current)

Total Credits : 18 / 24 (Completed) + Thesis (6 credis - In Progress)

Proposed Thesis: 3D Image classification using Test Time Domain Adaptation

Bachelors of Electrical and Electronics Engineering

2018 - 2022

Islamic University of Technology, Gazipur, Bangladesh

CGPA : 3.53 / 4.00

Total Credits : 182

Thesis: Anomaly Detection System in ICS using Machine Learning

Industry-Academia Collaboration Training

Bangladesh Power Management Institute

2021

Ministry of Power, Energy & Mineral Resources

Industrial Training on Power Distribution

Robi Axiata LTD.

2021

Dhaka, Bangladesh

Training on Telecommunication

Professional Experience

Junior Software and Systems Engineer

October,2022 - Present

W4Solutions (AGS Australia Pty LTD.)

Dhaka, Bangladesh

Cloud Architecture (Network & Systems)
Cloud Infrastructure Management
DevOps
A.I. & Machine Learning(Recommendation System)
Python based SAAS Solution Developer
Serverless APP Development

Guest Lecturer

May, 2023

North South University

Dhaka, Bangladesh

Lecture Topic : Cloud based Software Architecture and Modern DevOps Practices

Research Interests

I have a knack for academia and research. As someone wo likes to explore various fields, I am quite open to all sorts of possibilities that gives me opportunities to learn and grow. I believe I am an efficient and fast learner and with guidance, I can pursue a research in most fields of computer science. That being said, below given are some of the domains I already have experience working on, be it in an academic or professional level :

Artificial Intelligence
Machine Learning
Deep Learning

Networking and Systems
Software Engineering

Research Works

Anomaly Detection System in Industrial Control System using Machine Learning

Undergraduate thesis as First Author with an aim to improving the performance of Anomaly Detection System in Industrial Control System using Machine Learning with Hyper-parameter Optimization

Developing a Data Preprocessing and Machine Learning-based Framework for Real-time Attack Detection and Prevention in HIL-based Augmented ICS | ( Ongoing )

In this research work I am working as first author to deep dive into the latest version of the publicly available HAI security dataset, analyze the data to to develop a data prepocessing pipeline optimized for the maximum performance of machine-learning models that can be used for real time attack and anomaly detection in ICS

3D Image classification using Test Time Domain Adaptation | ( Proposed Masters Thesis - Ongoing )

For my masters thesis I have chosen to explore the domain of computer vision by working an emerging machine learning technique called Test Time Domain Adaptation and analyzing its performance on 3d images

Skills

As a proactive learner I managed to pick up quite a diverse range of technical skills from my undergrads days, my professional life and also from my ongoing Masters degree. While I may be very good at some, for others I might have just scatched the surface. I consider computer science and engineering as an ever evolving domain and hence I always prefer to learn as per need along the way. Below given are some of the tech stacks I have worked with:

Programming

Python, C, Java, MATLAB

Libraries

Scikit-Learn, PyTorch, Keras,TensorFlow, NumPy, Pandas, Matplotlib, Seaborn

DevOps

Azure DevOps, Docker, Kubernetes, Ansible, Jenkins

Cloud

Cloud software Architecture Design in Microsoft Azure

Infrastructure as Code

Terraform

OS

Linux CLI, Ubuntu

Source Control

Github, Azure Repo

Scripting

Shell, Bash, Powershell, Python

Database Management

Oracle RDBMS, MySql

Modeling & Simulation

Netlogo

SDLC and Project Management

Jira

Circuit Design and Simulation

Proteus, PSpice, OrCAD Capture CIS

Hardware Description Language

VHDL

Projects

All
Academic
Professional

Anomaly and fraud detection in HIL based Industrial Control System using machine learning

Stock Market Prediction using Machine Learning

Cyber attack detection in a Network Control System using Machine Learning

Design and Testing an Embedded Auto Car Parking System using VHDL

Design and implementation of a Base-5 Digital Calculator with ALU and Memory Unit using PCB

Voice Contolled and Auto Object avoiding Car using Arduino

Designing Electrical Wiring system of IUT academic building 2nd floor using AUTOCAD

GUI based Electrical Circuit component value calculator using MATLAB

Design and characteristics analysis of Plasmonic Couplers using COMSOL Multiphysics

Design and simulation of a calculator (addition, subtraction, multiplication, division) using MIDE 51 and proteus

Design and Simulation of a digital clock (hours, minutes,seconds) with 7-segment display using MIDE 51 and Proteus

Recommendation System using Machine Learning through hyperparameter optimization

Optical Character Recognition and Automation using python

Serverless App Development

Setup dev-test server using Infrastructure as Code - Terraform

Development and implementation of Kubernetes for System Architecture

Continuous Integration and Continious Development implementation using Azure DevOps

Implementation of Istio Mesh Layer in Kubernetes

Powershell script for Website SSL Certificate Management

Virtual Network setup for cloud Architecture

Cloud Architecture Design

Powershell Script to implement powerbi data refresh

Source Code & SDLC regulation

Language Competency

As a Bangladeshi by birth, Bangla is my native language. However English has always been the language in all of my academic and profession settings, hence I am quite fluent in English as well.