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$ whoami → Energy Engineer | AI/ML Obsessed | CTF Hacker | Programmer | Roboticist

> build first. ask questions later.


views   followers   stars   IIT   Role

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║                                                                                  ║
║   [■■■■■■■■■■] BOOT SEQUENCE INITIATED                                          ║
║                                                                                  ║
║   [CORE]   Energy Engineering Module .................. ■■■■■■■■■■ 100% LOADED   ║
║   [CORE]   AI / Machine Learning Engine ............... ■■■■■■■■■■ 100% OBSESSED ║
║   [CORE]   Hydrogen Economy Driver .................... ■■■■■■■■■■ 100% ACTIVE   ║
║   [CORE]   Carbon Capture Daemon (Cobra + Aura) ....... ■■■■■■■■■■ 100% RUNNING  ║
║   [CORE]   Chess AI Engine (RoboGambit) ............... ■■■■■■■■■■ 100% ELO↑↑↑   ║
║   [CORE]   CTF Exploit Toolkit ........................ ■■■■■■■■░░  80% GRINDING  ║
║   [CORE]   Drone CV Pipeline (OpenCV) ................. ■■■■■■■■■■ 100% STANDBY  ║
║   [CORE]   Robotics & Arduino Stack ................... ■■■■■■■■■■ 100% ONLINE   ║
║   [LEARN]  Web Dev (React/Flask/FastAPI) .............. ■■■■■■░░░░  60% LEARNING  ║
║   [LOVE]   Mathematics & Physics ...................... ■■■■■■■■■■ 100% PASSION   ║
║   [LOVE]   Competitive Programming .................... ■■■■■■■■■■ 100% GRINDING  ║
║                                                                                  ║
║   [SYS] All systems nominal. ⚡ Build mode: ENGAGED.                             ║
║   [SYS] Motto: "Predict it → Program it → Secure it → Build it."                ║
║                                                                                  ║
╚══════════════════════════════════════════════════════════════════════════════════╝

 

class Lakshan:
    """
    Energy Engineer × AI/ML Obsessed × Hacker
    × Roboticist × Builder × Breaker

    Carbon capture prototypes by day.
    CTF challenges by night.
    Chess AI always running in between.
    """

    def __init__(self):
        self.name       = "Lakshan Muruganandam"
        self.alias      = "LADDOO"
        self.roots      = "Tamil Nadu 🇮🇳"
        self.base       = "Abu Dhabi 🇦🇪"
        self.university = "IIT Delhi Abu Dhabi"
        self.major      = "BTech Energy Science & Eng."
        self.role       = "AI Head @ Coding Club"
        self.philosophy = "build first. ask later."

    @property
    def passions(self):
        return {
            "⚡ Energy": [
                "Hydrogen Economy",
                "Carbon Cobra (capture)",
                "Carbon Aura (monitoring)",
                "Thermoacoustic Fridge",
                "Net Zero Systems",
            ],
            "🧠 AI/ML": [
                "Machine Learning",
                "Computer Vision (OpenCV)",
                "Chess AI (RoboGambit)",
                "A.T.L.A.S. (E-Waste AI)",
                "Data Science & Analysis",
            ],
            "🔐 Security": [
                "CTF Grinding (THE PHASE)",
                "Web Exploitation",
                "Binary Analysis",
                "Crypto / Pwn / Rev",
            ],
            "🤖 Robotics": [
                "Drones + OpenCV",
                "Arduino Systems",
                "ArUco Detection",
                "ArtBot",
            ],
        }

    @property
    def currently_learning(self):
        return {
            "💻 Web Dev": [
                "React / Next.js / Vite",
                "Flask / Express / FastAPI",
                "Prisma ORM",
                "Learning by building.",
            ]
        }

    @property
    def also_passionate_about(self):
        return ["Mathematics", "Physics",
                "Competitive Programming"]

    @property
    def motto(self):
        return ("Predict the future → "
                "Program it → Secure it → "
                "Build it from the ground up.")

me = Lakshan()  # 🚀



Stats



Languages



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I don't just study energy — I build machines that fight climate change.

The hydrogen economy isn't a buzzword to me — it's the engineering challenge of our lifetime, and I'm in it. I've designed and built carbon capture prototypes from scratch — not for grades, but because the planet needs them:

Prototype What It Does Status
Carbon Cobra Active carbon capture & sequestration OPERATIONAL
Carbon Aura Environmental carbon monitoring & intelligent analysis OPERATIONAL
Thermoacoustic Refrigerator Cooling with nothing but sound waves ONGOING
Net Zero Systems Sustainable energy infrastructure design ONGOING
  ┌─────────────────────────────────────────────────────┐
  │                                                     │
  │   H₂ + O₂  →  H₂O + ⚡ Clean Energy               │
  │   CO₂ + Engineering  →  Carbon Captured             │
  │   Sound Waves + Physics  →  Cooling                 │
  │   Lakshan + Passion  →  Net Zero Future             │
  │                                                     │
  └─────────────────────────────────────────────────────┘



AI isn't just a field I study — it's the lens through which I see every problem.

This is my obsession. From teaching machines to play chess to building e-waste classification systems to running computer vision on drones at 30fps — AI/ML is in everything I do.

♟️ RoboGambit — Chess AI Engine

Built from absolute scratch. No libraries. No frameworks. Just pure algorithms and obsession.

  • Alpha-Beta + Iterative Deepening
  • Zobrist Hashing → Transposition Tables
  • Quiescence Search (Anti-Horizon)
  • Principal Variation Search (PVS)
  • Late Move Reduction (LMR)
  • Null-Move Pruning
  • MVV-LVA + Killer Move Ordering

6×6 Fischer Random. No rooks. ELO rising.

Depth: 12 | Nodes: 847,291
Best: ♛D4→F6 | Eval: +2.47
Status: Your queen is gone.

🤖 A.T.L.A.S. — AI E-Waste Management

AI-driven intelligent classification. CV pipelines that sort and categorize electronic waste. Because even trash deserves better algorithms.

🛸 Drone CV Pipeline

Real-time OpenCV on surveillance drones. ArUco marker detection for robotic arm control. Building Planning.

[DRONE] Frame: 1920x1080 @ 30fps
[CV]    ArUco ID: 42 detected
[ARM]   Target: (147, 203)
[SYS]   Precision: 99.7%

📊 Data Science & ML

NumPy, Scikit-learn, Jupyter notebooks. Regression, classification, data wrangling. The math behind the intelligence.




Not a master. A student of the exploit. And that's the most beautiful phase to be in.

I'm in THE GRIND — spending nights analyzing binaries, learning web exploitation, and refining my methodology. I don't claim to be a master yet. I'm a student of the craft, fueled by the challenge of what I don't know. Every CTF flag is a dopamine hit. Every new technique is another weapon in the arsenal.

  ┌──────────────────────────────────────────────────────────────────┐
  │                                                                  │
  │   $ ./exploit --target challenge.ctf --method creative           │
  │   [*] Scanning for vulnerabilities...                            │
  │   [*] Found: SQL injection in login form                         │
  │   [*] Extracting credentials...                                  │
  │   [*] Privilege escalation via SUID binary                       │
  │   [+] ROOT ACCESS OBTAINED                                      │
  │   [+] flag{the_grind_never_stops_and_neither_do_i}               │
  │                                                                  │
  │   Status: Still learning. Still hungry. Still grinding.          │
  │                                                                  │
  └──────────────────────────────────────────────────────────────────┘
Domain Status Vibe
Web Exploitation Learning SQL injection, XSS, SSRF — every vector
Binary Analysis Learning Late nights with Ghidra and hex editors
Cryptography Learning Breaking what shouldn't be broken
Pwn Learning Buffer overflows, ROP chains, controlled chaos
Reverse Engineering Learning Seeing what devs never wanted you to see



If it moves and has a sensor, I want to program it. Hardware is just software you can touch.

From surveillance drones with real-time OpenCV to ArUco marker detection for robotic arms, I build where software meets the physical world. World Robot Olympiad veteran. I love the satisfying feeling when hardware you designed actually works.

System What It Does
Surveillance Drones Real-time CV at 30fps altitude — detection, tracking, analysis
Arduino Systems Sensors, motors, actuators, embedded control magic
ArUco Detection Sub-pixel precision robotic arm coordination via OpenCV
ArtBot Creative mechanical design meets engineering — art that moves
Thermoacoustic Fridge Cooling with sound waves — physics made tangible



Don't know it yet. Building my way into understanding it.

Teaching myself web development the only way I know — building things before I fully understand them.

  • React / Next.js / Vite — learning frontend
  • Flask / Express / FastAPI — learning backend
  • Prisma — learning databases

Learning projects: AI Club Platform (built twice because v1 was trash), Tournament Arena (GEMINI), Email Automation (→ .exe), College File Organizer

My approach: Ship it broken. Fix it. Ship it again. That's growth.



The fundamentals that power everything.

Deeply interested in Mathematics & Physics — the foundations behind every system I build. Every carbon capture design starts with equations. Every AI algorithm is applied math.

Competitive Programming on Codeforces keeps the problem-solving muscle sharp.

 

 Core Languages



 AI / ML / Vision / Data Science

  



 Robotics & Hardware

  



 Security Toolkit



 Web Dev (Currently Learning)



 Tools



 

 

 recon-skill — AI-Triaged Attack Surface Discovery (Claude Code)

Subfinder + Nuclei + LLM triage, shipped as a Claude Code skill. Turns an 800-line Nuclei dump into a prioritized Critical/High/Medium report with plain-English "why it matters" and concrete next steps. Authorization gate baked in. For security teams, SOC analysts, and platform engineers who need signal, not noise.

 Carbon Cobra & Carbon Aura — Fighting Climate Change With Engineering

Carbon Cobra = active capture & sequestration prototype. Carbon Aura = environmental monitoring & intelligent analysis. Physical prototypes. Real engineering. Born from genuine obsession with the hydrogen economy. Because net zero isn't a dream — it's an engineering task.

 RoboGambit — Competition Chess AI That Doesn't Lose Gracefully

Built from scratch in Python. No chess libraries. Alpha-Beta + PVS + Zobrist + Quiescence + LMR + Null-Move. 6×6 Fischer Random variant. Currently competing in ELO-rated tournaments. Getting dangerously good.

 A.T.L.A.S. — AI-Powered E-Waste Management

AI-driven intelligent classification and processing of electronic waste. Computer vision pipelines that sort and categorize. Because even our trash deserves better algorithms.

 Drone CV Pipeline — Real-time Vision at Altitude

OpenCV running on surveillance drones at 30fps. ArUco marker detection for robotic arm coordination. Object tracking, target acquisition, precision control. Software meets physics at altitude.

 Learning Projects — YOYO / GEMINI / AUTO MAIL (Web Dev Journey)

YOYO — AI Club Platform (built twice, learning by iterating). GEMINI — Tournament arena with ELO and 39+ match scripts. AUTO MAIL — Flask email automation compiled to .exe. College Organizer — Express file management. All built while learning web dev from scratch.

 Hardware Lab — ArtBot / Thermo Fridge / Arduino / WRO

Thermoacoustic refrigerator (cooling with sound!). ArtBot (mechanical art). Arduino embedded systems. World Robot Olympiad international experience. Hardware is just software you can touch.

 

Stats   Languages



Activity Graph



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Profile Details
Repos per Language Commit Language
Stats Productive Time


Random Dev Quote


  ⚡ SIGNAL::BOOST ⚡  

Email    GitHub    LinkedIn    Hacker News



   



           




Carbon capture prototypes by day. CTF challenges by night. My chess AI is getting dangerously good. My drones see in real-time. AI/ML isn't just a field — it's the lens through which I see every problem. The hydrogen economy isn't a buzzword — it's my life's work. Currently learning web dev by building things before I fully understand them.





  ┌─────────────────────────────────────────────────────────────┐
  │                                                             │
  │   ╔╗╔╔═╗╔═╗╔╗╔  ╔═╗╦═╗╔═╗╔═╗╔═╗╔═╗╔═╗╦                  │
  │   ║║║║╣ ║ ║║║║  ╠═╝╠╦╝║ ║║  ║╣ ╚═╗╚═╗║                  │
  │   ╝╚╝╚═╝╚═╝╝╚╝  ╩  ╩╚═╚═╝╚═╝╚═╝╚═╝╚═╝╩                  │
  │                                                             │
  │   01001100 01000001 01001011 01010011 01001000              │
  │   01000001 01001110 — LAKSHAN MURUGANANDAM                  │
  │                                                             │
  │   if (you.scrolled_this_far) {                              │
  │       you.are = "awesome";                                  │
  │       lakshan.respect++;                                    │
  │       return "Now go build something that matters.";        │
  │   }                                                         │
  │                                                             │
  │   [EXIT CODE: 0] — All systems operational.                 │
  │   [UPTIME: ∞] — The grind never stops.                     │
  │                                                             │
  └─────────────────────────────────────────────────────────────┘

   



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01000001 01001101 00101110 00100000 01000101 01001110 01000101 01010010 01000111
01011001 00101110 00100000 01000001 01001001 00101110 00100000 01001000 01000001
01000011 01001011 01000101 01010010 00101110 00100000 01000010 01010101 01001001
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