2025
Open to collaborations.
Nasif Safwan
Data Enthusiast · Engineer · AI Researcher
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Years Experience
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01 — About
The Story
The Story
Behind the Code
AIUB · ARCHÉ
I'm Nasif Safwan, a dedicated Computer Science & Engineering student at American International University-Bangladesh, and Co-Founder & Supervisor of Arché Intelligence Lab.
My research interests span Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, and Bioinformatics, with a focus on solving real-world challenges in healthcare, online safety, and sustainable agriculture through intelligent systems.
Driven by curiosity and a passion for technology, I am dedicated to advancing innovation to address societal issues, from healthcare and environmental sustainability to online safety and bias mitigation.
Ledgercross
Software Developer
Arché Intelligence Lab
Co-Founder & Supervisor
02 — Expertise
Areas of
Areas of
Specialization
Machine Learning & NLP
Advanced expertise in ML algorithms (SVM, Random Forests, KNN) and NLP with transformer models (BERT, DistilBERT, XLM-RoBERTa). Hate speech detection, sentiment analysis, and text classification.
Computer Vision
Human interaction object detection, medical image classification, and self-supervised learning approaches for visual understanding tasks.
Data Analysis & Visualization
Expert-level data manipulation with NumPy and Pandas. Creating impactful visualizations with Matplotlib, Seaborn, Plotly, and geographical plotting.
CI/CD for Machine Learning
Building robust CI/CD pipelines for ML projects — from model training and validation to automated deployment and monitoring.
Software Engineering
Full-stack development with C++, Python, JavaScript, PHP, and more. Building web applications, chatbots, and game development with OpenGL.
Bioinformatics
Applying computational methods to biological data, bridging the gap between AI research and healthcare innovation.
03 — Projects
Featured
Featured
Works
House Ledger
A simple expense tracking application for managing household finances.
NasBot
A friendly AI companion for image generation, text-to-speech, speech-to-text, and 3D image creation.
Self-Supervised Brain Tumor Classification
Self-supervised learning approach for classifying brain tumors from medical imaging data.
PromptPix Chatbot
AI-powered chatbot that generates images using Stable Diffusion from text prompts.
Mario Multiverse Adventures
2D game built with OpenGL and C++ featuring three levels, animations, physics, and audio integration.
Signal Processing & Forecasting
Multi-variate signal processing and prediction system for trading bot applications.
CI/CD for Machine Learning
End-to-end CI/CD pipeline setup for machine learning projects ensuring reliable deployment.
Human Interaction Detection
Object detection models developed for recognizing and analyzing human interactions in visual data.
Chewtopia – Food Delivery App
Food delivery app built using JavaScript, PHP, HTML, and CSS. Features user management and database operations.
04 — Research
Research
Research
Profile
My research explores the intersection of machine intelligence and human language, focusing on solving real-world challenges in medical image classification, content moderation, sustainable agriculture, and bias mitigation. Several papers are currently under review in reputable journals.
Publications
2025
2025
2025
2025
2025
TCCE'25
MIME: Multi-Strategy Imbalance Mitigation Engine for Skin Cancer Classification
2025
ICCIT
BUSegNet: A Speckle-Aware Multi-Scale CNN with Noise Modeling and Gated Calibration for Breast Ultrasound Diagnosis
2025
ICCIT
Lightweight Supervised Approach for Behavioral Insider Anomaly Detection from SQL Logs
2024
2025
ICAMBE
CropGuardian: Revolutionizing Agriculture with AI-Driven Smart Farming Solutions
2025
Under Review
Ethic-BERT: An Enhanced Deep Learning Model for Ethical and Non-Ethical Content Classification
05 — Certifications
Professional
Professional
Credentials
Verified learning certificates from Scrimba, DataCamp, Coursera, and Udemy covering AI, machine learning, statistics, data analysis, visualization, and deployment workflows.
Certificate 01
Deploy AI Apps with Cloudflare
Scrimba
Focused on deploying AI-powered applications with Cloudflare tools and infrastructure.
View Certificate
Certificate 02
Intro to Claude AI
Scrimba
Introductory certificate covering Claude AI workflows, practical usage patterns, and prompt-driven interaction.
View Certificate
Certificate 03
Learn RAG
Scrimba
Covers retrieval-augmented generation concepts and practical approaches for building grounded AI systems.
View Certificate
Certificate 04
Open-Source AI Models
Scrimba
Focused on the open-source AI model ecosystem, usage patterns, and practical model selection.
View Certificate
Certificate 05
Udemy Course Certificate
Udemy
Certificate imported from Udemy. The course title was not recoverable from the accessible file metadata in this environment.
View Certificate
Certificate 06
Introduction to Generative AI
Coursera
Coursera certificate with public verification code preserved from the PDF metadata.
Verify Certificate
Certificate 07
Ensemble Methods
DataCamp
Certificate focused on ensemble-based machine learning approaches and predictive modeling concepts.
View Certificate
Certificate 08
Exploratory Data Analysis
DataCamp
Covers exploratory workflows for understanding datasets, patterns, trends, and anomalies before modeling.
View Certificate
Certificate 09
Experimental Design
DataCamp
Focused on structuring experiments, comparing treatments, and building sound analytical study designs.
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Certificate 10
Intermediate Regression
DataCamp
Intermediate regression coursework covering model interpretation, evaluation, and practical statistical prediction workflows.
View Certificate
Certificate 11
Introduction to Data
DataCamp
Introductory data-focused certificate covering core concepts for working with datasets and analytical pipelines.
View Certificate
Certificate 12
Matplotlib
DataCamp
Certificate centered on data visualization workflows and plotting techniques using Matplotlib.
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Certificate 13
Regression Statistics
DataCamp
Coursework focused on regression-based statistical analysis and interpretation of model behavior.
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Certificate 14
Reinforcement Learning
DataCamp
Reinforcement learning certificate covering agent-based learning, decision making, and reward-driven optimization.
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Certificate 15
Statistical Analysis
DataCamp
Certificate centered on statistical reasoning, analytical interpretation, and evidence-based decision support.
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Certificate 16
Statistics
DataCamp
Foundational statistics certificate supporting analytical thinking, inference, and quantitative reasoning.
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Certificate 17
Supervised Learning
DataCamp
Covers supervised machine learning concepts, model training, and predictive classification or regression workflows.
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Certificate 18
Unsupervised Learning
DataCamp
Certificate focused on clustering, dimensionality reduction, and pattern discovery without labeled targets.
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Certificate 19
Data Communication Concepts
DataCamp
Additional DataCamp certificate imported from the provided PDF file where the course title was not recoverable from accessible metadata.
View Certificate
06 — Achievements
Milestones &
Milestones &
Recognition
Dean's List Honor
Five consecutive academic sessions at AIUB, maintaining a CGPA of 3.94.
Academic Scholarship
Received 70% academic scholarship at AIUB based on merit.
Physics Poster Competition Winner
Organized by Department of Physics, AIUB.
Regional Winner & National Participant
Biology Olympiad 2017: Organized by BDBO.
2017Leadership & Extracurriculars
Organizer of National Ideas Challenge, Blood Donation, Winter Clothing Drive. HR at Oder Eid Amader Khushi(2025). Member of AIUB Robotic Crew & IEEE Student Branch.
AIUB World Cup 2023
Third Place Winner and Man of the Match in the university's flagship sports event (AWC'23).
2023
07 — Contact
Let's Build
Let's Build
Something Great
I'm always open to discussing new projects, research collaborations, or opportunities to create meaningful impact through AI and technology.