Hello, i'm Amna
AI Engineer | Researcher
Following in DaVinci's footsteps
XP
AI Agent
MentalWealthAcademy
Developed a chat bot using DeepSeek API, Supabase, and n8n. Deployed agent to a blockchain based mini app (Farcaster), for the Onchain Summer Awards.
Seagrass Mapping UNet Model
Omdena - Italy Chapter
Reviewed research papers, mapped seagrass meadows using satellite imagery (Google Earth API, Albumentations, Sentinel-2), and streamlined deployment with DagsHub/Git. Developed UNet model (81.2% Mean Dice) and deployed via Streamlit.
Diabetes Risk Meta-Classifier
Samsung Innovation Campus 2024
Developed a meta-classifier for diabetes prediction and analyzed risk factors, leveraging Python, Matplotlib, and PyTorch for model development and visualization.
Beer Review Sentiment Analyzer
Personal Project
Performed sentiment analysis and EDA on scraped beer reviews, implemented NLP techniques with K-means clustering, uncovering user sentiment trends.
RESEARCH
Artificial Intelligence in Gestational Diabetes Mellitus
Book chapter • 2025
Book chapter addressing the application of artificial intelligence in the diagnosis and management of gestational diabetes mellitus.
Ethics in Artificial Intelligence
Book chapter • 2025
Explores ethical considerations in the development and deployment of artificial intelligence technologies.
Gender Bias in AI
Book chapter • 2025
Through an examination of societal factors influencing stereotypes, this chapter demonstrates how AI biases extend towards all gender identities.
Penetration Testing
Book chapter • 2024
Details methodologies and practices involved in penetration testing within cybersecurity frameworks.
AI in Bioinformatics and Computational Biology
Book chapter • 2024
Discusses the role of artificial intelligence in bioinformatics and computational biology with applications in medical diagnosis, treatment, and care.
DEV
technologies i'm familiar with
TensorFlow
AWS
Azure
Next.js
PyTorch
MongoDB
TypeScript
Vercel
n8n
Supabase
DeepSeek
LangChain
Streamlit
Docker
Python
R
OpenAI
Google Colab