Engineering Thoughts
Deep dives into AI safety, sovereign infrastructure, and strategic engineering.
The Risk of Hallucinations in AI-Generated Calculations
Why LLMs struggle with math and how hybrid verification systems can mitigate financial risk in production environments.
Springer: Advanced NLP Architectures
Published in Springer Nature. Exploring the frontiers of Natural Language Processing and large-scale corpus analysis.
IEEE: High-Performance AI Systems
IEEE Xplore Publication. Technical deep dive into scalable AI infrastructure and performance optimization.
AIDA: Asymmetric Impact of AI Assistance
A six-week study revealing how AI transforms software teams: 20% faster routine tasks, 47% smaller PRs, and a shift towards higher-quality output. Introducing the AIDA framework.
BoT: A Large-Scale Corpus Built of Translations
A massive-scale parallel corpus for training next-generation translation models. Setting new benchmarks in NLP data quality.
Patents & Inventions.
Intelligent Automated Document Processing System
A novel methodology for high-precision information retrieval and classification in unstructured datasets, reducing error rates by 37% in production environments.