syedazeez337/tiny-dino
A 21,699-parameter MLP that plays a deterministic Chromium Dino runner with no planner, solver, or safety shield.
Working on Open Source projects #Cilium #CoreDNS
Repositories
syedazeez337/emoji-pile
Semantic emoji search visualized as physics. Type a phrase, matching emoji rise out of the pile. Qwen3 Embedding at Cloudflare's edge, cosine in the browser.
syedazeez337/AI-search
JOB
syedazeez337/companion
syedazeez337/from-bert-to-deepseek-v41
Interactive Slidev explainer: DeepSeek-V4.1-Flash Causal Encoder-Decoder vs BERT and classic encoder-decoder. Live: https://syedazeez337.github.io/from-bert-to-deepseek-v41/
syedazeez337/agentfoundry
An experiment platform that makes agent-architecture claims falsifiable. Runs coding agents as experimental subjects in isolated environments, records immutable evidence, and grades both outcomes and their trustworthiness with cost matching, FDR control, and equivalence testing.
syedazeez337/FreeToken
syedazeez337/interactive-linear-algebra
syedazeez337/maths-for-llms
syedazeez337/Macaw
Macaw — on-device AI agent for macOS. 2.7B LFM2.5 fine-tune, MLX 4-bit, 97 macOS tools, no cloud.
syedazeez337/skill-recorder
Desktop app that records your on-screen work session and uses the GitHub Copilot CLI to reconstruct it as an intent + ordered steps, then builds a reusable Skill or Automation for Microsoft Scout, Microsoft Copilot Cowork, or Copilot Studio.
syedazeez337/Under-the-hood
Under the Hood - Build Every Layer of a Large Language Model from Scratch. A 36-project, build-it/break-it/measure-it manual by Ramchand Kumaresan.
syedazeez337/core-dumped
Learn Modern C++ by Debugging It. A workbook of broken C++26 programs, for Linux and native Windows.
syedazeez337/mesh-lab
KV-cache-aware LLM inference mesh on a single 6 GB GPU. 2× vLLM + LMCache shared KV + prefix-aware router on k3s, observed with Cilium/Hubble eBPF. Every number measured, every breakage documented.
syedazeez337/gpu-passport
A Go binary that checks whether a GPU is the card it claims to be. Measures bandwidth, FP32 throughput, VRAM integrity, SM count and bus width, compares them against an embedded spec table, and writes an ed25519-signed scorecard. Driver-only: no CUDA toolkit needed.
syedazeez337/speculative-decoding-explained
A beginner-friendly, from-scratch course on speculative decoding: plain-English lessons, an interactive explainer, designed PDF notes, and runnable cross-platform code (CUDA / Apple Metal / CPU).
syedazeez337/cutline
syedazeez337/raglearn
Local hybrid RAG over the vLLM codebase — BGE-M3 + Qdrant (dense+sparse, RRF) + cross-encoder rerank + Qwen3.5-4B, with a source-grounded evaluation harness.
syedazeez337/data-movement-roofline
Verifying Reiner Pope's 'data-movement tax' chip-design claim on an RTX 3050 (6GB, sm_86) with measured roofline + Triton kernels
syedazeez337/sglang
SGLang is a high-performance serving framework for large language models and multimodal models.
syedazeez337/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
syedazeez337/attention-drift-repro
Small-scale single-GPU (6GB) reproduction of Attention Drift / EAGLE-3.1 (arXiv:2605.09992) + a probe of its untested §4.4 verifier-quantization hypothesis
syedazeez337/slm-toolkit
Complete SLM Toolkit — build, train, align, serve and operate Small Language Models from first principles. Includes internal-docs RAG assistant.
syedazeez337/opam
opam is a source-based package manager. It supports multiple simultaneous compiler installations, flexible package constraints, and a Git-friendly development workflow.
syedazeez337/portfolio
syedazeez337/llm-from-scratch
A GPT-2 style LLM built from scratch in 8 stages — tokenizer → embeddings → attention → transformer → pretraining → generation — with pytest coverage and guided CodeTours.
syedazeez337/vllm-lab
Measuring vLLM's engine internals on a 6GB GPU — 8 self-contained demos with live dashboards
syedazeez337/mojo-gpu-puzzles
Learn GPU Programming in Mojo🔥 by Solving Puzzles
syedazeez337/purell
tiny Go library to normalize URLs
syedazeez337/syedazeez337
Config files for my GitHub profile.