NIRMALYANeural Command Interface
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NIRMALYA
Neural Command Interface

I build production web and mobile applications end to end - from design and APIs to deployment and monitoring - with a focus on performance, security and thoughtful design.

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  • All systems operational
  • Kolkata, India · IST (UTC+5:30)
  • Open to full-time roles and freelance work
© 2026 Nirmalya Mandal. Engineered with restraint.
v1.0.0
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CMS · demo
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control center · last 7 days

Welcome back, Nirmalya.

Visitors (7d)+12.4%
8,214
Projects+1
12
Posts+3
27
Messages+22
184
production
Live system status
  • PortfolioOnline
  • APIOperational
  • DatabaseOperational
  • Edge NetworkOperational
Uptime 90d
99.98%
P95
74ms
Build success
98.4%
vercel
Recent deploys
  • main · a4f9d1238s
    feat(home): add command palette teaser
    2h ago
  • feat/lab · 7be2c0142s
    lab: add interpreter case study
    9h ago
  • main · e1c83d436s
    chore: tune motion timings
    1d ago
  • main · f00ab1240s
    refactor(dashboard): split widgets into atoms
    2d ago
7d
Top content
  • 1Kubernetes Is Not a Badge of Honorpost2,412
  • 2DokLink - Case Studyproject1,842
  • 3From a Security Checklist PDF to Real Auth Codepost1,238
  • 4FloatChat - Case Studyproject1,110
  • 5The Remove-It Testpost928
v1 · ready
AI Assistant
What's the architecture of FloatChat?
FloatChat is a Next.js frontend over a FastAPI backend. LangChain orchestrates Mistral 7B for natural language to SQL, and Supabase provides PostgreSQL plus vector storage for retrieval.
Compare it to DokLink.
DokLink is a React Native app on a Django REST backend - a transactional system where correctness under concurrency matters most, while FloatChat is read-heavy analytics over a static dataset.