Selected Work
Case studies and projects in AI automation, custom software, and systems engineering by Aryaman Saini.
Strudel AI “Demo Engine”
Full-stack AI demo-automation platform with LLM agents that turns one-off B2B sales demos into reusable multi-step workflows. Sales-engineer setup went from hours to minutes and manual case work dropped 35%. Also built a sub-300 ms support API wired into Jira, Freshdesk and Slack.
- Content type
- Case study
- Role
- AI Engineer, Capstone
- Stack
- React · FastAPI · LangGraph
- Year
- 2025
Framevian “Project Context”
A project-context workspace: connect your sources, describe what you are working on, and get one source-linked page that makes missing information visible. Built for researchers, PMs, consultants and analysts; now seeking pilot partners.
- Content type
- Venture
- Role
- Co-Founder
- Status
- Preparing v1
- Contact
- [email protected]
SatLease (Property/BTC)
Property-management platform with integrated Bitcoin treasury strategies that lower the cost of serving affordable housing — 40% of current units are affordable, with a contract to onboard 5,800 more.
- Content type
- Venture
- Role
- Co-Founder
- Scale
- 7 units → +5,800
- Since
- May 2026
StraightFace “You Laugh”
Full-stack video-chat app that pairs people in “you laugh, you lose” challenges — plus the marketing strategy behind 100+ active users at peak.
- Content type
- Product
- Role
- Founding Member
- Stack
- React · Vite · Postgres · Redis
- Since
- Aug 2025
Plotify & FriendsyCare
Backend architecture for two MVPs at Buba’s Media: REST services, MongoDB models, CI/CD with GitHub Actions and Docker, Terraform-managed AWS, OAuth2/JWT, hardened webhooks and a guarded RAG prototype.
- Content type
- MVPs
- Role
- Technical Lead
- Stack
- Django · FastAPI · AWS
- Year
- 2025
IBM watsonx “GenAI”
Generative-AI solutions on IBM watsonx.ai for enterprise clients — model customization, prompt strategy and automation-driven proof-of-concepts.
- Content type
- Internship
- Role
- GenAI Intern
- Client
- IBM Consulting
- Year
- 2025
xv6 Kernel (cs537/os)
Threading library, journaling file system, virtual-memory manager, a custom crash() syscall, 4 MB huge pages, a Unix shell with job control, and a multithreaded MiniSpark engine.
- Content type
- Systems
- Lang
- C
- Where
- UW–Madison
- Year
- 2025
Compiler “Front End”
Lexer, parser, AST and IR with symbol tables, scope resolution, type inference and checking, constant folding and stack-based code generation.
- Content type
- Languages
- Stack
- Java · JFlex · CUP
- Where
- UW–Madison
- Year
- 2025
LC-3 Simulator (asm/web)
Assembler and cycle-aware simulator with a web interface to load, step through and inspect programs over REST.
- Content type
- Tooling
- Stack
- Java · REST · JS
- Year
- 2025
Your Project “N°10” → talk
- Content type
- Enquiry
- Client
- You
- Start
- Book a call
- Year
- 2026