← return to root
>_ devarshi.dev@portfolio:~$ projects --workbench --live█

PROJECT OBSERVATORY // SYSTEM BUILDS

Selected Projects

A focused index of AI systems, developer tooling, and product engineering work—each presented as a system, not just a card.

03 CASE FILES ONLINE
ACTIVE PROJECT // AI / LLM

AllotIQ

SYSTEM INDEXED

Agentic IPO intelligence platform generating cited company briefs, structured analyst reports, grounded research chat, and deterministic apply/wait/avoid signals.

01 / PROBLEM

Make fast-moving IPO signals inspectable enough to support a reasoned decision.

02 / ROLE

Designed and shipped the AI and full-stack product surface.

03 / OUTCOME

A cited research workflow with explicit apply, wait, and avoid signals rather than an unbounded chat response.

ARCHITECTURE FLOW
  1. 01Source capture
  2. 02FastAPI research services
  3. 03LangChain analysis
  4. 04Citation and structure validation
  5. 05PostgreSQL / Prisma
  6. 06Vercel and Railway delivery
TECH SURFACE
LangChainGPT-4o-miniFastAPI iconFastAPIRAGPostgreSQL iconPostgreSQLRailwayVercel
Open case study Open live system