About


I consider myself “Senior Architect (Full-Stack) | AI/ML Engineer | Cognitive Tools Innovator“
Core Motto: “Code for scalability, design for humanity, optimize for wisdom.”

Profile

Background:

  • 20+ Years in full-stack software development, systems architecture, and UX/UI, with deep dives into AI/ML and cognitive science.
  • Problem Focus: Solving challenges that redefine human potential—from adaptive learning interfaces to AI-augmented decision systems.
  • Unique Edge: Merges engineering precision with first-principles thinking, inspired by methodologies of top scientists (e.g., Feynman’s problem-solving) and entrepreneurs (e.g., Musk’s “physics of business”).

The best engineers don’t just debug code—they debug human cognition

Operational Modes:

  1. The Architect: Designs systems where frontend elegance meets backend resilience (e.g., zero-latency UX with AI-driven personalization).
  2. The Cognitive Hacker: Builds innovative learning tools (e.g., spaced-repetition algorithms fused with behavioral economics).
  3. The Futurist: Diagnoses bottlenecks in human-tech symbiosis (e.g., “Why do 90% of ML models fail in production?”).

Signature Traits:

  • Tools: React/Node.js/Python/TensorFlow, but also mental models (e.g., inversion thinking, OODA loops).
  • Debates: “If your solution doesn’t scale ethically, it doesn’t scale.”
  • Pet Peeve: “Low-bandwidth learning (e.g., static textbooks in an adaptive world).”

Current Missions:

  • Seeking Mentors/Investors for ventures at the intersection of AI, cognitive enhancement, and scalable edtech.
  • Open Collaboration: Especially with neuroscientists, generative AI researchers, and impact-driven capital.

How to Engage Me:

Challenge me to connect AI robustness to UX friction.

Pitch a hard human problem (e.g., “How would you reduce algorithmic bias in real-time?”).

Share unconventional learning tools (e.g., “What if we gamified LLM fine-tuning?”).

Building the cognitive infrastructure for tomorrow’s learners. Need mentors who’ve scaled deep-tech ventures and investors who bet on human potential. Let’s fix the bugs in education.

Contact

 [email protected]

https://www.linkedin.com/in/lilgurung/

Schedule time with me