AI features that ship inside real products
LLM integration, retrieval over your own documents, and agents with a human checkpoint. Measured by hours saved for the team, with cost controls from the first day.
- Anthropic Claude
- OpenAI
- pgvector
- LangChain / Vercel AI SDK
- Node.js
- Laravel
- Python (when needed)
- 01Pick one workflow1 week
- 02Prototype and evaluate2–4 weeks
- 03Productionise2–4 weeks
You will recognise yourself in one of these
- Your team answers the same questions from the same documents every day
- You want an AI feature in your product and need it to be reliable, not a demo
- You have a manual workflow with repetitive steps that a model could do with a human check at the end
The work, specifically
- 01
LLM integration
Streaming responses, structured output, evals and fallbacks inside your existing product.
- 02
RAG and search
Chunking, embeddings and retrieval tuned on your content, with citations users can verify.
- 03
Agents and automation
Background agents that take the repetitive middle out of a workflow, with a human checkpoint where it matters.
Three stages, each with something you can see
- 011 week
Pick one workflow
The narrowest, most repetitive task first. Baseline measured.
- 022–4 weeks
Prototype and evaluate
Working prototype on real data with an eval set, cost per run and failure cases.
- 032–4 weeks
Productionise
Rate limits, logging, monitoring, cost caps and a rollback path.
Tools I reach for
- Anthropic Claude
- OpenAI
- pgvector
- LangChain / Vercel AI SDK
- Node.js
- Laravel
- Python (when needed)
Starting ranges
Fixed price for scoped builds, a day rate for retainer and white-label work. Tell me about the project and you get a written range within one business day.
Every project starts with a short paid audit or a free 20-minute call, whichever fits. No proposal decks.
AI Development questions
Whatever fits the task and the budget. I evaluate two or three on your real data before committing, and I build so the model can be swapped later.
Tell me about your AI Development project. I reply within a day.
Tell me what you are building and where it is stuck. You get a direct answer from the person who would do the work, within one business day.
- hello@sandeepsharma.tech
- Jaipur, India · Remote, worldwide
- IST (UTC+5:30), 4+ hours overlap with EU and US East