Professional Overview
Data Scientist & AI Researcher specializing in Natural Language Processing (NLP) and Large Language Models (LLMs). I hold a Master's degree in Data Science and Information Retrieval, with hands-on experience designing, fine-tuning, and evaluating deep learning models — including RoBERTa, DistilBERT, Mistral, LLaMA 2/3, Falcon, and GPT — for sarcasm
Experience
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Designed an NLP pipeline for sarcasm and irony detection using social media data
- Fine-tuned Transformer and LLM models: RoBERTa, DistilBERT, Mistral, LLaMA 2/3,
- Built model fusion strategies to improve overall classification performance
- Evaluated models using Accuracy, Precision, Recall, and F1-score
- Implemented full pipeline in Python with PyTorch and Hugging Face Transformers
Key Achievements / KPIs
- Co-authored a peer-reviewed publication at IEEE AMCAI 2025
- Fine-tuned and compared 6+ Transformer/LLM architectures
- Improved classification performance through model fusion techniques
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Developed a web platform for managing patients and medical appointments
- Designed dynamic and responsive user interfaces
- Worked in an Agile development environment
- Built backend services and managed database architecture
Key Achievements / KPIs
- Built end-to-end features across frontend and backend
Education
Field of Study: Data Science and Information Retrieval
Field of Study: Software Engineering and Information Systems
Areas of Expertise
Data Science & Analytics
Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
NLP & Prompt Engineering
Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.
