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Jannatul Ferdaues
Building AI That Works

AI Solutions that
Deliver Real Results

Final-year Computer Science student specializing in Computer Vision, Deep Learning, and NLP. I build practical AI systems with proven impact — % classification accuracy,% candidate matching precision, and % error detection.

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Python
TensorFlow
PyTorch
Deep Learning
Computer Vision
NLP
Python
TensorFlow
PyTorch
Deep Learning
Computer Vision
NLP
Python
TensorFlow
PyTorch
Deep Learning
Computer Vision
NLP
OpenCV
Scikit-learn
Transfer Learning
LLM Integration
Docker
Flask
OpenCV
Scikit-learn
Transfer Learning
LLM Integration
Docker
Flask
OpenCV
Scikit-learn
Transfer Learning
LLM Integration
Docker
Flask

Meet Jannatul

I'm Jannatul Ferdaues, a passionate final-year Computer Science student and AI Engineer based in Dhaka, Bangladesh. I specialize in building practical AI solutions in Computer Vision and NLP that deliver real, measurable results — 95% classification accuracy, 87% candidate matching precision, and 98% error detection.

Deep LearningComputer VisionNLP & LLMsPythonTensorFlowPyTorchOpenCVTransfer Learning
AI Engineer & Researcher
Personal Projects & Research
2025 – Present
Final Year CS Student
Daffodil International University
2023 – 2027
AI/ML Project Developer
Multiple Open Source Projects
2025 – Present
Jannatul Ferdaues portrait
About Me
Python Course

WildLearner · January 14, 2026

Python Course

Intermediate level. Certificate of Achievement for successful completion of the Python Course.

AI for Business Professionals

HP LIFE / HP Foundation · January 14, 2026

AI for Business Professionals

Certificate of Completion. Covered AI's role in business, prompt engineering, ethical use, and professional growth.

AI+ Prompt Engineer Level 1™

AI CERTs™ · July 7, 2025

AI+ Prompt Engineer Level 1™

Blockchain-based certification. Successfully completed requirements for AI+ Prompt Engineer Level 1.

Basics of Artificial Intelligence

UniAthena / Cambridge International Qualifications · January 13, 2026

Basics of Artificial Intelligence

Certificate of successful completion delivered in partnership with Cambridge International Qualifications, UK.

AWS Academy Cloud Foundations

AWS Academy · August 16, 2025

AWS Academy Cloud Foundations

Certificate of Completion. 20 course hours completed. AWS Academy Graduate.

The Unlit Path of Leadership in the Age of AI

HRDi / Daffodil International University · January 15, 2026

The Unlit Path of Leadership in the Age of AI

Certificate of Participation for the leadership session offered by Human Resource Development Institute.

Machine Learning Fundamentals

Free Academy.ai · January 23, 2026

Machine Learning Fundamentals

Certificate of Completion. Course code: CA-2026-MLF-08SKC9.

Projects

What I built

Practical AI systems and machine learning solutions built with Python, TensorFlow, PyTorch, and OpenCV. Specialized in Computer Vision, NLP, and delivering measurable results — 95% accuracy, 87% matching precision, and real-time inference.

RECENT WORKS

Highlighted AI Projects

Five shipped AI projects focused on Computer Vision, NLP, and intelligent systems. From real-time fish classification to AI-powered recruitment and code debugging tools.

01
Artificial Intelligence

CANDY – Your Personal AI Assistant

End-to-end image captioning system using CNN and LSTM models. Trained on COCO dataset to generate contextual descriptions for images.

TensorFlowOpenCVCNNLSTMPython
CANDY – Your Personal AI Assistant
02
Machine Learning

HireMind AI – AI-Powered Recruitment System

Intelligent recruitment platform with 87% candidate-job matching accuracy. Automates resume screening and reduces hiring time by 60% using NLP and ML ranking.

NLPScikit-learnLLMNext.jsPython
HireMind AI – AI-Powered Recruitment System
03
Machine Learning

Code Guardian – AI Code Debugging Assistant

AI-powered debugging tool supporting C, C++, Java, and Python. Achieved 98% error detection accuracy with pattern matching and AST analysis.

PythonHTMLCSSJavaScriptAST
Code Guardian – AI Code Debugging Assistant
04
Computer Vision

AquaVision AI – Fish Species Classifier

Real-time fish classification system using ResNet50 transfer learning. Reduced identification time to under 2 seconds with <5% misclassification rate.

OpenCVTensorFlowTransfer LearningResNet50
AquaVision AI – Fish Species Classifier
FAQs

Answers

Find answers to common questions about my design process, services etc...

FAQ visual
Deep LearningComputer VisionNLP & LLMs

I specialize in Deep Learning, Computer Vision, and NLP. I have hands-on experience with TensorFlow, PyTorch, OpenCV, and LLM integration. My focus is on building practical AI systems that deliver measurable results.

Yes! I am actively seeking an AI Engineer / Machine Learning Intern position. I’m a final-year CS student graduating in 2027 and open to remote or on-site opportunities.

HireMind AI — an AI-powered recruitment platform that achieved 87% candidate-job matching accuracy and reduced resume screening time by 60%.

I co-authored “Automated Aquarium Fish Classification Using Deep Transfer Learning”, currently under review. We achieved 95.05% classification accuracy using fine-tuned ResNet50 on a custom dataset.

My core stack includes Python, TensorFlow, PyTorch, OpenCV, Scikit-learn, Docker, and Flask. I also work with HTML, CSS, JavaScript, and Next.js for full-stack AI applications.

Yes. In AquaVision AI, I built a fish species classification system that performs real-time inference in under 2 seconds using transfer learning.

Let's Connect

Get In Touch

Email
jannatul.ferdaues.soha@gmail.com
Location
Dhaka, Bangladesh

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