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Achievements

Achievement: YOLOAchievement: QuickdrawAchievement: Starstruck

Achievements

Achievement: YOLOAchievement: QuickdrawAchievement: Starstruck

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ashp15205/README.md
Typing SVG

📖 PLAYER PROFILE

ashish@player:~$ cat player_stats.json
{
  "name": "Ashish Patil",
  "position": "Full-Stack AI Engineer",
  "ego_style": "Egoist Architect — builds the system, then breaks it to find the exploit",
  "current_rank": "Top Tier (self-appointed, disputed by no one)",
  "weapon": ["LangChain", "FastAPI", "React", "Raw Spite"],
  "special_move": "DIRECT SECURITY OVERRIDE — patches vulnerabilities before they're seen",
  "status": "SURVIVED THE SELECTION. STILL ON THE FIELD."
}

⚡ MATCH HIGHLIGHTS — GOALS SCORED

🥇 GOAL #1: Guardian-Runtime — AI Agent Security Proxy

[GOAL SCORED] Intercepted every LLM prompt/response at the transport layer
+ 40–70% reduction in output token costs
+ 3,000+ PyPI downloads · 20⭐
+ On-device only — nothing leaves the pitch, nothing leaks

🥇 GOAL #2: Scankii — AI Agent Security Scanner

[GOAL SCORED] First scanner to jointly read code + natural language for AI-native threats
+ Precision 100% · Recall 68.2% · F1 81.1%  (SkillLeakBench, ASE 2026)
+ 1,000+ PyPI downloads · no sandbox required

🥇 GOAL #3: CET Buddy — College Predictor Platform

[GOAL SCORED] Parsed 220,000+ real cutoff records, fully client-side, sub-second response
+ 1,000+ users · ~80% cut in research time · $0 server cost

🥇 GOAL #4: Vibe Coding Essentials — AI-Assisted Dev Workflow Framework

[GOAL SCORED] Built a structured workflow framework for AI-assisted development
+ 4 operating modes · 25 golden rules · anti-hallucination guardrails for 9 frameworks
+ Merged contributor to Awesome Vibe Coding Resources (235+⭐)

🧠 WEAPON LOADOUT

Languages

AI / ML

Backend

Frontend

Databases

Cloud & DevOps

📊 LIVE MATCH ANALYTICS

🏆 SELECTION RANKING BOARD

ashish@player:~$ cat achievements.log
[MERGED]     Vibe Coding Essentials → Awesome Vibe Coding Resources (235+⭐)
[RECOGNIZED] Pulled into architecture discussions by Microsoft AutoGen community
[PUBLISHED]  Research: AI-powered certificate verification (OCR + Deep Learning + Blockchain)
[RATED]      LeetCode Contest Rating 1627 | CodeChef 3★ (1635)

📡 TRANSFER WINDOW OPEN

ashish@player:~$ ./status --open-to
> Full-Stack Engineering
> AI / Agent Infrastructure
> Backend Systems Architecture

"The strongest player isn't born.
He's the one left standing after everyone else is eliminated."

Scout me. I don't miss.

Pinned Loading

  1. guardian-runtime guardian-runtime Public

    A zero-latency, local-first runtime firewall for LLMs. Intercept every prompt and response locally to stop data leaks and runaway token costs.

    Python 20 1

  2. vibe-coding-essentials vibe-coding-essentials Public

    The workflow framework for AI-assisted development. Four operating modes, 25 golden rules, and anti-hallucination guardrails for 9 frameworks.

    7 1

  3. scankii scankii Public

    SAST Security Scanner for LLM Agents. Detect prompt injections, cross-modal data leaks, and malicious tool payloads in AI workflows and LangChain.

    Python 3 1

  4. CET-BUDDY CET-BUDDY Public

    🎓 A fast, user-friendly MHT-CET college predictor tool that helps students find eligible engineering colleges in Maharashtra based on percentile and CAP Round 1 cutoffs.

    CSS 1