Find the useful problem
Understand the workflow, data, and constraints before choosing a model.
APPLIED AI EXPERT · NEPAL & BEYOND
AI that works.
Beyond the demo.
I’m Bishal, an AI engineer and consultant in Kathmandu, Nepal. I help teams build useful AI systems, from retrieval and agents to practical training—with a clear path from the first question to production.
01 / ANATOMY OF A GROUNDED ANSWERILLUSTRATIVE SYSTEM
01Ask a questionBusiness context
02Retrieve evidenceRelevant sources
03Generate an answerCitations included
04Evaluate & improveQuality before scale
● Good answers start with evidence.
SELECTED ORGANIZATIONS
Organizations I’ve worked with.
View workshop ↗
View workshop ↗
View workshop ↗
THE APPROACH
Start with the problem.
Make the system earn its place.
Practical engineering, explicit trade-offs, and a definition of success you can actually measure.
Build for the real world
Connect retrieval, tools, and human review to the way your team works.
Measure what matters
Evaluate answers and failure modes before expanding the system’s responsibilities.
WORK & FIELD NOTES
The thinking behind the systems.
EDITORIAL DRAFT · 3 MIN READ
How a Nepali business should choose its first AI project.
A workflow-first guide to selecting an AI pilot: define the task, check the data, and decide what a useful result would look like.
Read the draft ↗EDITORIAL DRAFT · 3 MIN READWhat makes Nepali-language document retrieval difficult?
A practical test plan for Nepali, English, and mixed-language document questions, from text extraction to evidence-backed answers.
Read the draft ↗EDITORIAL DRAFT · 3 MIN READWhat corporate teams should learn before adopting AI.
A practical preparation guide for corporate AI training in Nepal: choose a workflow, set data boundaries, and learn to review the output.
Read the draft ↗IN THE ROOM / PUTTING AI TO WORK
Good systems need confident people.
Workshops and technical sessions with teams and communities in Nepal. Connecting the technology to the people who use it.
Bharatpur Metropolitan City
Foundational AI training & mentorship
AI literacy for public-sector professionals · 2026
IUCN · represented Danson Solutions
AI for forestry & conservation
AI training for conservation professionals · 2026
ICT Foundation Nepal · BIS Program 2026
Leveraging AI for Growth
Practical AI tools for Nepali IT startups · 2026
A NOTE FROM BISHALApplied AI expertise.
Applied AI expertise.
Grounded in Nepal.
I’m Head of AI at Danson Solutions in Kathmandu. My focus is helping organizations in Nepal make thoughtful use of AI through engineering, consulting, and practical team training.
Explore AI readiness audits and implementation, or see corporate AI workshops and technical sessions with teams and communities. My approach starts with the work, makes limitations explicit, and keeps people involved in the decisions.
More about my approach →LET’S MAKE IT USEFUL