Projects
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The journey of transforming PhD research code into a sustainable open source project - lessons learned about community building, technical architecture, and bridging academic research with practical tools.
open source web scraping community building research to production plugin architecture -
Deep dive into the production MLOps pipeline that powered AnySecret Assistant training - from data preparation to HuggingFace deployment.
mlops llm training production infrastructure devops automation -
Lessons from developing an AI workshop after navigating the messy reality of moving from software engineering into machine learning - and the gaps I found along the way.
learning ai education software engineering complexity personal journey -
Exploring how psychological trust models outperformed network algorithms in predicting real-world collaboration, and the surprising correlation between digital trust and economic output.
research trust modeling social networks economic correlation applied psychology -
The story of training a specialized model for secrets management automation and operationalizing it from experiment to production.
llm training model specialization secrets automation mlops devops -
CLI-first, multi-cloud secret and configuration management with smart classification and cost optimization.
secrets management devops multi-cloud cli security cost-optimization -
Training LLMs to embody specific characters with human-in-the-loop feedback integration for behavioral refinement
fine-tuning rag mcp llm-training gpu -
From brittle scrapers to structured queries — a new take on extracting data from the web.
web scraping OXPath dr-web-engine automation research
Articles
View All- Experimental Compute Lab
How to setup a compute lab for llm projects and experiments
Feb 1, 2025
5 min