01 / PERSONAL FINANCE
MyLedger
BY DHAUL
Organize personal finances, track what matters, and understand your money.
IN DEVELOPMENTTOTAL BALANCE
— — —INDEPENDENT TECHNOLOGY DEVELOPMENT
From ideas
to real impact.
DHAUL builds practical software and explores artificial intelligence through research, experimentation, and real-world applications.
BUILD · LEARN · IMPROVE · REPEAT
01 / OUR PRODUCTS
Technology that works for people.
From everyday tools to experimental systems—every project starts with a real question.
02 / PAYMENTS
PayTimeline
BY DHAUL
See bills, subscriptions, purchases and recurring payments in one clear timeline.
EARLY DEVELOPMENTUPCOMING PAYMENTS
↻SubscriptionUpcoming payment
◈MembershipRecurring
⌁Monthly billScheduled
03 / AI RESEARCH
DVRA
BY DHAUL
Researching and training language models from first principles, beginning with the VRA series.
ACTIVE RESEARCH
DVRA / EXPERIMENTSProduct interfaces shown above are illustrative. Public releases and download links have not been announced.
02 / DHAUL RESEARCH
Intelligence is not just used.
It's understood.
DVRA (DHAUL Vector Representation Architecture) is our independent effort to explore language models by designing, training, and evaluating systems from first principles.
We start small, examine the results, and build understanding through real experiments.
Explore our researchDATA → TOKENS → MODELS → EXPERIMENTS → INSIGHT
QUESTIONS → EXPERIMENTS → UNDERSTANDINGRESEARCH DIRECTIONS / DVRAFrom first principles
From first principles
to practical intelligence.
Language models +
Studying how models learn patterns and produce useful language.
Tokenization & data +
Building data pipelines and vocabulary representations for experiments.
Model architecture +
Exploring neural-network structure and tradeoffs between capability and compute.
Training & evaluation +
Measuring learning progress, testing checkpoints, and learning from failure cases.
Real-world applications +
Investigating ways research could eventually support useful technology.
03 / HOW WE THINK
Build. Question. Improve.
DHAUL is an emerging independent technology initiative focused on practical software and foundational research.
Think deeply.
Start with the question. Understand the problem before selecting tools.
Build practically.
Turn ideas into tools that help people with real tasks.
Keep learning.
Experiment, test assumptions, and improve through evidence.
Think long-term.
Build a foundation for research and technologies still to come.
OUR OUTLOOK
Small experiments.
Long horizons.
A growing technology ecosystem built with curiosity, independence, and a commitment to useful progress.
SOFTWARE / INTELLIGENCE / RESEARCH
04 / WHAT'S NEXT
Ideas are only the beginning.
We're continuing to develop our software and research projects. This is DHAUL's official home for updates as those projects evolve.