Skip to content

Navigation Menu

Sign in
Sign up
@sciencebanda09
sciencebanda09
Follow

Shashank Dev sciencebanda09

Robotics • AI Research • Reinforcement Learning • Building intelligent systems

Block or report sciencebanda09

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
sciencebanda09 /README.md

╔══════════════════════════════════════════════════════════════╗
║ FILE : SD-2026-ALPHA CLEARANCE : OPEN-SOURCE ║
║ SUBJECT : Shashank Dev ORIGIN : Bihar, India ║
║ ROLE : Founder & CEO COMPANY : D-MechatronicX ║
║ ARC : ₹280 Arduino → World Champion → NeurIPS 2026 ║
╚══════════════════════════════════════════════════════════════╝

> DOSSIER.init()

subject = {
 "name" : "Shashank Dev",
 "age" : 20,
 "base" : "Bihar, India",
 "role" : "Founder & CEO — D-MechatronicX · CTO & Co-Founder — Syntheta AI",
 "arc" : "₹280 Arduino (2021) → World Champion (2024) → NeurIPS (2026)",
 "active_ops" : ["AEGIS-X", "CCPL/NeurIPS", "SH-WFS AO/ISRO", "iDEX DISC14", "Syntheta AI"],
 "loop" : ["sense()", "predict()", "act()"],
 "doctrine" : "Don't wait for the right conditions. Build through them.",
}

> NOW.building()

╔────────────────────────────────────────────────────────────────────╗
│ SYNTHETA AI // SYNTHETIC DATA INFRASTRUCTURE FOR PHYSICAL AI │
│ ─────────────────────────────────────────────────────────────── │
│ Co-founded with Jay Aditya & Hardit Singh · CTO │
│ │
│ Problem → Real-world data for robots/drones/factories │
│ is scarce, expensive, and slow to collect │
│ Approach → 10–50x synthetic amplification anchored to real │
│ captures, validated against domain gap │
│ Pipeline → Real2Robust mutation · NeuroDepth-T4 low-light │
│ restoration · FunctaGen neural re-synthesis │
│ Status → YC application · 2 signed LOIs · pre-revenue │
│ Site → synthetaai.com │
╚────────────────────────────────────────────────────────────────────╝

> SYSTEMS_MANIFEST --flagship

ID SYSTEM DOMAIN STATUS METRICS
01 AEGIS-X Counter-Drone AI 88.7% SR · 13ms · RPi5 + Arduino
02 CCPL Constrained RL Dual-stream actor-critic · Pure NumPy
03 SH-WFS AO Pipeline Adaptive Optics AI C+OpenMP centroiding · CNN reconstruction · SLODAR
04 ROADSOS Emergency AI 60+ countries · crash detection
› SYSTEMS_MANIFEST --archived (7 additional builds)
ID SYSTEM DOMAIN STATUS METRICS
05 TARS Robot Offline AI 100% offline · IMM-EKF · episodic memory
06 RoboticOS Embedded OS 11 subsystems · RTOS-inspired · safety kernel
07 Nexus MultiAgent Multi-Agent AI 6 agents · 12 tools · ChromaDB memory · Ollama
08 Chronos Engine Causal Simulation Fork realities · causal timeline engine
09 bird-language-ml Bio-Acoustics AI EfficientNet-B0 · species + call intent · FastAPI
10 Gugugaga Audio ML Infant cry classifier · EfficientNet-B0 · mel-spec
11 waifu Dev Companion Tamagotchi for devs · persistent memory

> CCPL.classified

╔────────────────────────────────────────────────────────────────────╗
│ CCPL // Causal-Consequence-Penalized-Learning │
│ ─────────────────────────────────────────────────────────────── │
│ Most RL agents chase reward. │
│ CCPL agents learn to care about what happens next. │
│ │
│ Architecture → Dual-stream actor-critic │
│ Penalties → State-conditioned, not hardcoded │
│ Delay → Latent estimation, built in │
│ Multipliers → Lagrange, learned — not tuned │
│ Backend → Pure NumPy · zero ML frameworks │
│ Venue → NeurIPS 2026 │
│ Note → Joshua Achiam (OpenAI) engaged directly on math │
╚────────────────────────────────────────────────────────────────────╝

> AEGIS_X.briefing

╔────────────────────────────────────────────────────────────────────╗
│ AEGIS-X // COUNTER-DRONE DECISION ENGINE │
│ ─────────────────────────────────────────────────────────────── │
│ Not a drone detector. The decision layer above all hardware. │
│ │
│ Intercept Rate → 88.7% SR │
│ Decision Latency → 13ms │
│ Hardware → Raspberry Pi 5 + Arduino │
│ Algorithms → IMM-EKF tracking · APN guidance · Hungarian │
│ Version → v18 │
│ Submission → iDEX DISC14 │
╚────────────────────────────────────────────────────────────────────╝

> ISRO_BAH.briefing

╔────────────────────────────────────────────────────────────────────╗
│ SH-WFS AO PIPELINE // ADAPTIVE OPTICS FOR SPACE IMAGING │
│ ─────────────────────────────────────────────────────────────── │
│ Shack-Hartmann wavefront sensing + AI-driven correction. │
│ │
│ Centroiding → C extension + OpenMP (parallelized) │
│ Reconstruction → CNN-based wavefront estimator │
│ Turbulence → SLODAR characterization │
│ Geometry → Fried actuator alignment │
│ Submission → ISRO BAH 2026 · Challenge 9 │
╚────────────────────────────────────────────────────────────────────╝

> git log --format="%s" 2021..2026

[2026] Co-founded Syntheta AI — synthetic data infra for physical AI
[2026] ISRO BAH 2026 submitted — SH-WFS adaptive optics pipeline
[2026] iDEX DISC14 submitted — AEGIS-X counter-drone AI
[2026] NeurIPS 2026 submitted — CCPL constrained RL framework
[2026] Joshua Achiam (OpenAI) engaged directly on CCPL math
[2026] Founder & CEO — D-MechatronicX
[2025] ROADSOS v3.1.1 LIVE — emergency AI, 60+ countries
[2025] 5+ parallel systems shipped in 12 months
[2025] CCPL formally proven, simulation-validated
[2024] 🏆 WORLD CHAMPION — Technoxian · FPV Drone Rescue · Delhi
[2024] Quarterfinalist — Robo Soccer · World Championship
[2024] Bihar's first team on a world robotics stage
[2023] Smart Safety Protector — India Book of Records · IJNRD
[2021] ₹280 Arduino · the loop started

> STACK.list()


> STATS.render()





contribution snake

> PING --open-to

✓ Research collaborations · safe RL · constrained decision-making
✓ Defense-tech conversations · autonomy · counter-drone systems
✓ Physical AI data infrastructure · Syntheta AI partnerships/pilots
✓ iDEX / DRDO / ISRO / Indian defense + space ecosystem
✓ Brutal feedback on CCPL — if you can break it, tell me
✗ Waiting for the right conditions

Pinned Loading

  1. shwfs-ao-pipeline shwfs-ao-pipeline Public

    End-to-end AO pipeline: SH-WFS centroiding (127x C speedup) → CNN/MMSE reconstruction (Strehl 0.9987) → LQG closed-loop control → SLODAR turbulence profiling | BAH 2026 Challenge #9

    Jupyter Notebook 4

  2. waifu waifu Public

    Tamagotchi for programmers. she remembers everything. she will roast you.

    Python 3

  3. AEGIS-X-Overview AEGIS-X-Overview Public

    Autonomous drone interception system — IMM-EKF tracking, APN guidance, Hungarian assignment. 88.7% SR · 13ms latency · Raspberry Pi 5 + Arduino. Architecture & methodology showcase.

    Python 2

  4. ROADSOS ROADSOS Public

    ROADSOS, a road emergency assistance web app

    HTML 2

  5. Turbojet-Digital-Twin Turbojet-Digital-Twin Public

    Open-source Physics-informed Turbojet Digital Twin Platform for Engine Health Monitoring, Prognostics, Explainable AI, and Interactive 3D Visualization.

    Python 4 1

AltStyle によって変換されたページ (->オリジナル) /