Armaan Singh

I’m an AI-focused software developer who builds and tests AI-driven prototypes with an emphasis on implementation quality, experimentation, and deployment readiness. I wrote production-oriented code for model workflows, debugging, evaluation, and integration, and I used data analysis to present technical findings that support engineering decisions and iteration.

My projects reflect my drive to make deep learning systems more reliable and efficient: I built a multimodal emotion recognition pipeline using attention-based fusion and CUDA-aware optimizations, and I focused on mixed precision training, training stability, and performance-aware experimentation. I also worked on a DINO-based pedestrian detection pipeline with careful experiment tracking and validation monitoring, strengthening my end-to-end engineering mindset from correctness to reproducibility.