Hi, I'm Adiba Anbar Ahona

AI/ML Engineer | MSc Artificial Intelligence | Full-Stack AI Developer

🚀 Building production-grade AI systems spanning NLP, Computer Vision, Generative AI, Speech Recognition, and Intelligent Agents. Passionate about solving real-world problems with machine learning.

📍 Kuala Lumpur, Malaysia | 🎓 MSc AI @ Asia Pacific University (APU)

I'm an MSc Artificial Intelligence student at Asia Pacific University (APU), specializing in building end-to-end AI systems for production environments.

Current Focus:

• Large Language Models (LLMs) & Generative AI
• Multi-Agent Systems & AI Agents
• Natural Language Processing (NLP)
• Speech AI & ASR Systems
• Computer Vision & Real-time Processing
• Model Fine-tuning & Optimization

Background:

• MSc Artificial Intelligence @ Asia Pacific University (APU) (Pursuing)
• BSc Computer Science & Engineering @ BRAC University
• 6+ months as Junior Web Developer (full-stack experience)
• CodeAlpha AI Internship (20 Aug - 20 Sep 2026) - 4 production AI projects completed

Actively seeking: AI Engineer • ML Engineer • AI Research Roles • AI Internships

Core Languages & Data Processing

Python · SQL · NumPy · Pandas · Matplotlib · Seaborn · Plotly

Machine Learning & Classical ML

Scikit-learn · XGBoost · LightGBM · Feature Engineering · Model Evaluation · Hyperparameter Tuning · SMOTE · Ensemble Methods

Deep Learning & Neural Networks

PyTorch · TensorFlow/Keras · Transformers · Hugging Face Hub · LSTM · CNN · RNN · Transfer Learning

Generative AI & LLMs

LLM Integration · Prompt Engineering · RAG (Retrieval-Augmented Generation) · Fine-tuning · LoRA · Vector Databases · LangChain

Natural Language Processing (NLP)

NLTK · SpaCy · TF-IDF · Cosine Similarity · Intent Matching · Preprocessing · Tokenization · Named Entity Recognition

Computer Vision

OpenCV · YOLO · Object Detection · Object Tracking · Image Processing · Real-time Processing · Bounding Box Visualization

Speech AI & Audio Processing

Whisper (OpenAI) · Wav2Vec2 · ASR Systems · WER/CER Metrics · Audio Transcription · LoRA Fine-tuning

MLOps & Deployment

FastAPI · REST APIs · Git · GitHub · Model Versioning · Environment Management · Docker-ready

4 comprehensive AI systems built in 1 month

Real-time multilingual translation workspace with intelligent language detection and accessibility features.

• Stack: Python · Streamlit · Google Cloud Translation API · MyMemory API
• Key Features: Auto source-language detection, text-to-speech, MP3 download, translation caching, session history
• Tech Highlights: Provider abstraction pattern, API retry logic, input validation, error handling
• 🔗 GitHub Repo
• Role: Full-stack development, API integration, UX design

Intelligent chatbot matching student questions to FAQ database using advanced NLP techniques.

• Stack: Python · NLTK · TF-IDF · Cosine Similarity · Flask · HTML/CSS/JavaScript
• Key Features: 18 curated FAQs, stemming + tokenization, low-confidence fallback, responsive UI, theme toggle
• Tech Highlights: NLP pipeline (tokenization → stemming → vectorization → ranking), similarity scoring, intent matching
• 🔗 GitHub Repo
• Role: NLP implementation, ML pipeline design, UX/UI development

Neural network-based system generating original music compositions from learned patterns.

• Stack: Python · RNN/LSTM · Music21 · MIDI Processing · PyTorch
• Key Features: MIDI data preprocessing, deep learning model training, sequence generation, audio conversion
• Tech Highlights: RNN architecture, sequence-to-sequence learning, MIDI encoding/decoding
• 🔗 GitHub Repo
• Role: Deep learning model design, data preprocessing, model training & evaluation

Live video analysis system detecting and tracking objects across frames with precise bounding boxes.

• Stack: Python · OpenCV · YOLO · SORT/Deep SORT Tracking · NumPy
• Key Features: Webcam/video input processing, real-time detection, multi-object tracking, frame-by-frame annotation
• Tech Highlights: Bounding box visualization, tracking ID assignment, frame-level object correlation
• 🔗 GitHub Repo
• Role: Computer vision pipeline, real-time processing optimization, algorithm implementation

Autonomous multi-agent system for enterprise data analysis, report generation, and decision support.

• Tech Stack: Python · FastAPI · LLMs · Agent Architecture · Power BI
• 🔗 GitHub Repo
• Capabilities: Automated data analysis, insight extraction, AI-driven decision support

Evaluating and optimizing open-source ASR models for multilingual English accents with fairness focus.

• Tech Stack: Whisper · Wav2Vec2 · Hugging Face · LoRA · PyTorch · WER/CER Metrics
• Focus: Transcription accuracy across dialects, fairness in speech recognition, model optimization

End-to-end ML pipeline for hospital readmission forecasting with advanced preprocessing and model optimization.

• Tech Stack: Python · Scikit-learn · SMOTE · Gradient Boosting · SVM
• Techniques: Class imbalance handling, feature engineering, hyperparameter tuning, cross-validation

Multi-objective optimization of healthcare resource allocation under real-world constraints.

• Tech Stack: Python · NSGA-II · MOEA/D · Pymoo · Genetic Algorithms

Collection of image processing and deep learning applications including object detection and semantic segmentation.

• Tech Stack: OpenCV · YOLO · CNN · Image Processing

• ✅ Fine-tuning open-source ASR models with LoRA techniques
• ✅ Advanced AI Agents & RAG applications for production use
• ✅ Deployment-ready systems using FastAPI & cloud platforms
• ✅ Deep learning expertise in PyTorch & TensorFlow
• ✅ Real-world NLP applications at scale

• Built responsive web interfaces and full-stack applications
• Technologies: HTML CSS Bootstrap JavaScript PHP WordPress MySQL

• End-to-end AI system development from concept to production
• Real-world problem solving with machine learning
• Research and applied AI implementations

• MSc Artificial Intelligence – Asia Pacific University (APU) (In Progress)
• BSc Computer Science & Engineering – BRAC University
• CodeAlpha AI Remote Internship – Completed 4 production AI projects (Aug-Sep 2026)

I'm actively looking for AI Engineering, Machine Learning Engineering, and Applied AI opportunities including:

• Full-time AI/ML Engineer roles
• AI Research positions
• Internships in generative AI, NLP, or computer vision
• Collaborative projects in open-source AI

📧 Email: adiba.ahona.work@gmail.com
💼 GitHub: @adiba-ahona
🔗 LinkedIn: Connect with me

✨ Production-Ready Code – All projects follow best practices, error handling, and clean architecture
🔬 Research-Backed – Deep learning implementations grounded in academic research
⚡ Performance-Optimized – Real-time systems with efficient resource utilization
🤝 Full-Stack AI – From data preprocessing to model deployment
📚 Continuous Learner – Always exploring cutting-edge AI technologies