https://abhijit4-debug.github.io/project/ProjectsHugo Blox Builder (https://hugoblox.com)en-usSun, 01 Mar 2026 00:00:00 +0000https://abhijit4-debug.github.io/media/icon_hua5d2116872382d6405c4fb215e02fa8e_2300_512x512_fill_lanczos_center_3.pnghttps://abhijit4-debug.github.io/project/https://abhijit4-debug.github.io/project/world-models-flow-matching/Sun, 01 Mar 2026 00:00:00 +0000https://abhijit4-debug.github.io/project/world-models-flow-matching/<ul> <li>Introduced temporal cycle consistency in ODE dynamics.</li> <li>Improved H16 cosine similarity from 0.247 to 0.87.</li> <li>Enabled reverse goal-conditioned planning with 67% success versus 0% baseline.</li> </ul>https://abhijit4-debug.github.io/project/llm-reasoning-trees/Sat, 01 Nov 2025 00:00:00 +0000https://abhijit4-debug.github.io/project/llm-reasoning-trees/<ul> <li>Delivered 12-18% accuracy improvement over CoT and ReAct on GSM8K, ARC, and LogiQA.</li> <li>Added parallel branch scoring and pruning.</li> <li>Reduced incorrect tool calls by 25%.</li> </ul>https://abhijit4-debug.github.io/project/diffusion-model-probabilistics/Wed, 01 Jan 2025 00:00:00 +0000https://abhijit4-debug.github.io/project/diffusion-model-probabilistics/<ul> <li>Proved the optimal denoiser as conditional expectation.</li> <li>Derived the transport equation via characteristic function analysis.</li> </ul>https://abhijit4-debug.github.io/project/privacy-preserving-content-moderation/Fri, 01 Sep 2023 00:00:00 +0000https://abhijit4-debug.github.io/project/privacy-preserving-content-moderation/<ul> <li>Reduced training time by 40% across 100+ federated nodes.</li> <li>Supported real-time processing while preserving data privacy.</li> </ul>