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Nishan Poudel

Nishan Poudel

AI/ML Researcher / Blockchain Engineer / Full-Stack Developer

50k+ Users ServedPublished ResearcherHackathon Winner

Building the future with cutting-edge AI, blockchain innovation, and scalable architectures. From decentralized GPU marketplaces to AI-powered automation, I create solutions that transform industries.

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Users Served
$0
Grant Received
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Live Projects
0%
Research F1-Score

Impact & Achievements

Computer Science and Mathematics student at the University of Southern Mississippi (3.96 GPA) with a proven track record of building impactful solutions that serve 50,000+ users globally.

$10k
Grant from Stellar
0.97
F1-Score Research
5+
Production Projects

Specialized in AI/ML, Blockchain, and Full-Stack Development. Published researcher in cybersecurity with expertise in anomaly detection using transformer models.

Proven ability to deliver production-ready software across multiple domains: game development with Unity/Unreal, smart contract engineering on multiple chains, and scalable web applications using modern frameworks.

Currently seeking opportunities to leverage cutting-edge technologies in building transformative products.

Published Research

Unsupervised Anomaly Detection in OpenStack Logs via Fine-Tuned RoBERTa Embeddings

Journal of Cybersecurity, Digital Forensics and Jurisprudence - November 2025

Pioneered an unsupervised framework to detect complex anomalies in cloud computing logs, addressing the high false-alarm rates of conventional techniques by capturing deep semantic context. Fine-tuned a RoBERTa model using Parameter-Efficient Fine-Tuning (PEFT) with LoRA on filtered log sequences to generate highly contextualized vector embeddings for each event.

0.97
F1-Score
45%
vs LSTM
1st
Author
RoBERTaPEFTLoRAMLCloud SecurityAnomaly Detection
View Publication

Ongoing Research

Pushing the boundaries of knowledge through rigorous mathematical analysis and cutting-edge AI

Celestial Mechanics: 4-Body Problem

In Progress

Bifurcations and Global Classification of Concave Kite Central Configurations

December 2025

Complete classification of concave central configurations in the planar 4-body problem where three masses are equal, uncovering complex bifurcation structures involving symmetric and asymmetric solution branches.

Celestial MechanicsBifurcation TheoryNumerical AnalysisSymbolic Computation

AI Physicist: The Causal Scientist

Active Development

Active Discovery of Conserved Laws via Falsification

Ongoing

An autonomous AI system that discovers physical laws from raw observations using falsification-driven exploration, Lagrangian Neural Networks, and dimensional symbolic regression.

AI/MLPhysics-Informed LearningSymbolic RegressionReinforcement LearningComputer Vision

Featured Projects

Transforming ideas into reality

Skills

  • Unity
  • Unreal Engine
  • C#
  • C++
  • JavaScript
  • TypeScript
  • React
  • Next.js
  • Node.js
  • Git
  • Tailwind
  • Prisma
  • MongoDB
  • HTML
  • GraphQL
  • Express
  • Python
  • Django

Experience

Contact

Contact me at happynishan30@gmail.com or use the form below.