Evading Ad‑Blockers (2024)
YOLOv5 • PyTorch • OpenCV • Python
Poisoned object‑detection model that drops ad‑blocking recall 15 %.
Projects
NYC Station Sense (2024)
Apache Spark • PySpark • SparkML • Python
Parallel Spark pipeline that forecasts subway crowding with R² = 0.62.
Image Captioning using ViT (2024)
Vision Transformer • Transformer Decoder • PyTorch • Flickr8K
ViT + decoder model that scores BLEU‑4 19.6 on Flickr8K.
NYC Citibike Dashboard (2024)
AWS S3 • Snowflake • Airflow • Tableau
Real‑time Citi Bike analytics powered by Snowpipe & Tableau Cloud.
Interactive Multiple Regression (2023)
scikit‑learn • Pandas • Matplotlib • ipywidgets
Notebook widget that visualises how features shift insurance pricing.
Urban Data Visualization (2023)
Python • Folium • GeoPandas • Pandas • Matplotlib
Interactive Baton Rouge map layering parks, gyms and demos.
Skin Lesion Segment & Classify (2022)
TensorFlow • React • Flask • Cloud Firestore
Full‑stack web‑app that diagnoses 7 skin diseases at 89 % accuracy.
Fine‑Tuning GPT‑3 (2022)
GPT‑3 • OpenAI API • Weights & Biases • Python
Few‑shot tuning pipeline that slashes prompt tokens > 60 %.
Research & Publications
- A two‑stage atrous residual CNN for skin disease detection – Concurrency & Computation: Practice and Experience.
https://doi.org/10.1002/cpe.7834 - Gaussian‑dropout ensemble CNN for breast‑tumour ultrasound images – IRBM 43(6).
https://doi.org/10.1016/j.irbm.2022.02.006 - Disease detection in rice leaves using transfer learning – Journal of Physics: Conference Series 1911(1).
https://doi.org/10.1088/1742-6596/1911/1/012004