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Achievement: Pull SharkAchievement: YOLO

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null-Exception1/README.md

Hi, I'm Shaurya Pratap Srivastava (null-Exception1)

"learning begins with the death of ego" - liber primus

first-year computer science undergraduate focusing on low-level distributed infrastructure, concurrent systems execution, and ML inference optimization frameworks.

currently working on : a method to optimize artificial brain design with "smart" neurons

languages: c, go, python, c++, typescript, javascript, assembly

frameworks: grpc, tensorflow.keras or pytorch, next.js (app router) + tailwind css, socket.io or pubnub, SDL3/pygame (i guess), discord.py, flask, selenium

infra: supabase, neon, redis, mongodb, docker, firebase, vercel

open source contributions:

  • vllm-project/vllm: merged #54265 (docs example for Renderer.render_cmpl()); opened RFC #57672 proposing RSQR, a KV-cache eviction design eliminating compounding rotation drift and decreasing latency

interests:

  • binary/web exploitation & reverse engineering (stack/rop layers)
  • bit of crypto
  • algorithmic problem solving (cses tracker)

blog

Pinned Loading

  1. rsqr-kv-cache-eviction rsqr-kv-cache-eviction Public

    a new KV-cache eviction mechanism using single-hop, drift-free rotation for up to 4.6x speedup than continuous re-rotation, no accuracy cost.

    Jupyter Notebook 3

  2. s-tree-sharding s-tree-sharding Public

    sharded storage engine based on an auto-balancing segment tree topology with range locking, queries, updates

    Go 1

  3. roommatefinder roommatefinder Public

    website built with Next.js + Postgres + Go backend featuring a custom fan-in/fan-out pipeline, worker pools, and memory caching.

    Go 3

  4. miniasmemulator miniasmemulator Public

    a custom, memory-sandboxed 32-bit x86 assembly emulator in pure C with custom layouts for data/code/stack, EFLAGS transitions, and branching handling.

    C 1

  5. forzadrivingai forzadrivingai Public

    reinforcement learning car driving w/ PolicyNet in forza via visual capture image processing

    Python 1

  6. dLLM dLLM Public

    an asynchronous pipeline-parallel LLM orchestration framework utilizing entropy-driven speculative branching on shards, block-wise INT8 quantization, and bounded-load routing. (failed)

    Jupyter Notebook 1