FAQ
Questions worth
answering properly.
Common questions about what TASPRA does, how engagements work, and what to expect.
ABOUT TASPRA
What we do.
What does TASPRA build?
AI systems, data pipelines, automation workflows, and digital products — built from real engineering experience. See the Work page for case studies, and the Services page for what’s available to hire.
Who is behind TASPRA?
TASPRA is run by AION — a data and AI engineer with 12+ years of experience building telecom-scale infrastructure, production ML systems, and now AI applications. Based in India, working globally with a focus on the Gulf region. Read more on the About page.
What industries do you work in?
Primarily telecom, financial services, and early-stage AI/data products. Also NRI financial planning for the Gulf market. The common thread is: complex data, high reliability requirements, and a real cost to getting the AI wrong.
WORKING TOGETHER
How engagements work.
Can I hire TASPRA for a project?
Yes. TASPRA takes on projects (fixed scope), retainers (ongoing monthly), and advisory sessions (one-off decisions). See the full breakdown on the Services page and get in touch to discuss.
How do I start a conversation?
Fill in the Contact form with a rough description of the problem — scope, what you’ve tried, the outcome you want. No deck required. You’ll get a personal reply within 24 hours, not an autoresponder.
Do you work with teams outside India / Gulf?
Yes — available for calls across Gulf, EU, and US timezones. Most work is done remotely and asynchronously. Location is not a constraint.
What does a typical engagement look like?
A scoping call → written proposal with deliverables, timeline, and price → build with regular updates → handoff with documentation. No surprises on scope or cost without a conversation first.
PRODUCTS & TOOLS
The digital products.
Is the product store live?
The NRI Financial Toolkit is live and available now on Gumroad. PySpark Templates and Career Transition Toolkit are in development. See the full catalog on the Products page.
What is the AI Lab?
The AI Lab is where TASPRA explores AI capabilities before they become products or services — experiments in agents, RAG systems, data intelligence tools, and more. Some become projects. All are documented in Build Notes.
Can I suggest a product I’d want?
Yes — the best products come from real problems. Use the Contact form to describe what you’re looking for and why it would be useful. Enough genuine interest moves things up the roadmap.
STILL HAVE A QUESTION?
Just ask.
If it’s not covered here, reach out directly. All genuine questions get a real answer.
Send a message →