At THE MATH COMPANY (MathCo), I work on Market Mix Modeling for a Fortune 500 CPG/FMCG client, quantifying marketing impact and helping optimize budget allocation. I develop regression-based models to evaluate channel effectiveness and estimate incremental contributions and marketing ROI.
At FLICKIT, I developed computer vision pipelines with YOLO, OpenCV, and MediaPipe for object detection and real-time performance analysis. I also trained detection models and implemented object tracking and serverless notification workflows.
For my Multilingual Email Classification System project, I fine-tuned XLM-RoBERTa with PyTorch and Hugging Face Transformers to classify customer support emails in English and German. I integrated the model with FastAPI and deployed it through the Hugging Face Inference API.
