Writing

Paper walkthroughs and technical deep dives — VLMs, LLM systems, and AI security.

"AI Security" ↗

Aug 2026 "Releasing the Malware Analysis Dataset: Memory Forensics + ML for Ransomware Detection"

Dec 2025 MLS Paper Presentation

AI Systems ↗

Mar 2026 MovieChat - From Dense Token to Sparse Memory for Long Video Understanding

Mar 2026 Matryoshka Representation Learning - The Russian Doll of Embeddings

Mar 2026 DeepSeek-R1 - Incentivizing Reasoning Capability in LLMs via RL

Dec 2025 SAI METIS Presentation

LLM's ↗

Dec 2025 LLM Paper Presentation Slide (1)

VLMs ↗

"MOLMO and the Anatomy of Modern Vision-Language Models"

Feb 2026 Part 4 - When Architecture Meets Data - What MOLMO Teaches Us

Feb 2026 Part 3 - From Patches to Reasoning - Tokens, Bandwidth, and Connectors

Feb 2026 Part 2 - Seeing Is the Bottleneck - MOLMO's Image Preprocessing

Feb 2026 Part 1 - Where Multimodal Reasoning Actually Lives

Dec 2025 cs8803 VLM MOLMO & PIXMO