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nisamaasoglu/README.md

Nisa Maaşoğlu

Software Engineer · AI assistants · Production web · Embedded systems
Gaziantep, Türkiye

nisamaasoglu.com · LinkedIn · Email

Building systems that still run after I stop touching them.

Now

Software Engineer at Milidia Teknoloji (Aug 2026 – present)

  • WhatsApp AI assistants for two client platforms (Node.js, TypeScript). Every customer-facing sentence comes from a knowledge layer; the model only picks the topic. Urgent messages reach a person without the model being called, and the assistant keeps running on its rule layer if the model fails.
  • A furniture maker's custom-design and e-commerce platform, taken from an existing code base to delivery: storefront, NestJS/Prisma API, admin console, store portal and a cost engine.
  • Web applications for mobile products with Next.js and TypeScript.

Selected work

Project What it does Stack
TerraScope Climate-risk and urban-resilience simulation for Türkiye's 81 provinces and Istanbul's 39 districts, projected to 2050. ERA5 + CMIP6 heat, ESHM20 seismic hazard, live quake/fire/air data, H3 globe prototype. 29 tests. Source private. Python · Streamlit · H3
Titulus Live platform for a law practice — 2,468-article legislation library, daily Official Gazette feed, an admin panel the client runs alone. avukatmetinmaasoglu.com PHP · JavaScript
Anamnesis Retrieval-grounded assistant that answers only from what it retrieved and names the source behind every claim. Read-only by design, verified by a test. Python · FastAPI · RAG
Unicorn Search-and-rescue rover firmware. Raises its own Wi-Fi, serves its command centre from flash; control logic is unit-tested with no board attached. ESP32 · C++
LetheFS A file system that forgets on purpose, along the Ebbinghaus curve. Every action logged and reversible; never deletes silently. Python · FastAPI · WebSockets
Helixir AES-256-GCM file encryption with scrypt, ciphertext rendered as a DNA sequence. Python · PyQt6

More: Aurora · Cardia · BOZGUN · Orchidia

How I build

  1. Logic apart from hardware and models — so it can be tested on a laptop, in CI, with nothing plugged in.
  2. Uncertainty is reported, not hidden — a range instead of a false exact number.
  3. Modes are declared — simulated, fallback or live, the user is always told which.
  4. Only shipped features are documented — no roadmaps dressed up as features.

Stack

Languages Python · TypeScript · JavaScript · C++ · C# · PHP · SQL
Backend FastAPI · Node.js · NestJS · Laravel · Flask · Prisma · WebSocket
AI RAG · tool-calling agents · intent classification · vector search · OpenAI / Anthropic / Gemini APIs
Frontend Next.js · React · Tailwind CSS · Streamlit
Data MSSQL · MySQL · SQLite · Pandas · NumPy
Embedded ESP32 · Arduino · OpenCV · signal processing
Practice Docker · GitHub Actions · pytest · Linux

Pinned Loading

  1. Unicorn Unicorn Public

    Solar-powered search-and-rescue rover: an ESP32 raises its own Wi-Fi access point, serves a command centre from PROGMEM, listens for survivors through a peak-to-peak microphone envelope, and estima…

    C++ 2

  2. Anamnesis Anamnesis Public

    Retrieval-grounded information assistant for a hospital — RAG + tool-calling agent with clinical guardrails. FastAPI · Python. Synthetic data.

    Python 2

  3. Titulus Titulus Public

    Production website for a real-estate law practice — a 2,468-article legislation library, a live Official Gazette feed, and a database-free admin panel a non-developer runs unaided. PHP · vanilla JS…

    1

  4. Helixir Helixir Public

    Passphrase-based file encryption with a DNA representation layer — AES-256-GCM with scrypt key derivation, ciphertext rendered as an A/C/G/T sequence exportable to FASTA. PyQt6 desktop app.

    Python

  5. LetheFS LetheFS Public

    An autonomous forgetting file system modelled on human memory: each file's recall score decays along the Ebbinghaus curve until it drops into a reversible quarantine you resolve from a live dashboa…

    Python 1

  6. Aurora Aurora Public

    A real-time generative art system that turns sound into light: live audio pitch, timbre and loudness drive a volumetric raymarching GLSL shader in the browser — every session a one-time, non-repeat…

    Python