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Carpe diem! Memento mori...
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KassieIII/README.md

Kassym Yermakhanbet

Full-stack / AI product engineer — TypeScript · Python · Go · RAG / LLM systems

I ship typed product slices end to end: Next.js / React interfaces, FastAPI and Go services, PostgreSQL-backed data flows, focused tests, sane CI, and Docker images that don't pull half the internet. Currently building real-time geolocation and AI tools at Seven Hills.

Python FastAPI Go TypeScript Next.js PostgreSQL pgvector Docker Ollama

Open to remote full-stack / AI product engineering roles.  ·  📫 honormorethangold@gmail.com  ·  🌐 Portfolio


🛠 Tech I reach for

Area Tools
Frontend Next.js 16/14, Vue 3, React 19/18, TypeScript, Tailwind, Pinia
Backend FastAPI, Express, Go (net/http), SQLAlchemy 2.0, asyncpg
Data / infra PostgreSQL, Redis, IndexedDB, Alembic migrations
DevOps Docker (multi-stage, distroless), GitHub Actions, Makefile, pre-commit
AI / RAG pgvector + HNSW, sentence-transformers, Ollama, cross-encoder rerank
Testing pytest + pytest-asyncio, vitest, go test -race, ruff, gofmt

🚀 Featured projects

Project What it is Stack
rag-docs Production-shaped RAG service — pgvector HNSW retrieval, local Ollama LLM, every claim cited as [chunk:N], 25-question eval harness. recall@5 = 1.00, citation accuracy +15 % with cross-encoder rerank, p95 latency −15 %. FastAPI · pgvector · Ollama · bge-small
rag-chat-ui Streaming Next.js chat UI for rag-docs — POST-based SSE over fetch + ReadableStream, citations-first rendering, abortable generation, tested parser. Live demo. Next.js 16 · React 19 · TypeScript · Tailwind
go-pingmon Concurrent HTTP uptime monitor — worker-pool prober, JSON API, /healthz, Prometheus metrics, GHCR Docker publish. Go · stdlib · Prometheus
TaskFlow-API Async REST API with JWT auth, Alembic migrations, Postgres FastAPI · SQLAlchemy 2.0 · asyncpg
url-shortener Production-shaped URL shortener with Redis storage, click analytics, rate-limit Node · Express · TypeScript · Redis
ip-osint-bot Telegram OSINT bot — IP/DNS/WHOIS lookup, async CIDR port-scanner Python · python-telegram-bot · aiohttp
vue-notes Offline-first Markdown notes — autosave, IndexedDB, sanitised preview Vue 3 · Pinia · Vite
GeoTracker Real-time vehicle tracker with WebSocket fan-out and Leaflet map React · TypeScript · WebSocket

The strongest repos are built as small production slices: typed code, focused tests, CI, Docker where it matters, and README files that explain trade-offs instead of only listing features.


📊 GitHub at a glance

Followers Stars Public repos

Kassym's GitHub stats Top languages

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📫 Get in touch

This page is a special KassieIII/KassieIII repo — its README renders on my profile.

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  1. go-pingmon go-pingmon Public

    Concurrent Go uptime monitor with JSON API, /healthz, Prometheus /metrics and GHCR Docker publishing.

    Go

  2. TaskFlow-API TaskFlow-API Public

    Async FastAPI task/project API with JWT auth, PostgreSQL, Alembic migrations and healthz liveness probe.

    Python

  3. GeoTracker GeoTracker Public

    Real-time vehicle tracker - React + TypeScript with resilient WebSocket reconnects and Leaflet map.

    TypeScript

  4. vue-notes vue-notes Public

    Offline-first Markdown note app — Vue 3, Pinia, IndexedDB, sanitised live preview

    Vue

  5. rag-docs rag-docs Public

    Ask-your-docs RAG service: ingest Markdown/HTML/PDF, retrieve with pgvector HNSW, answer with a local Ollama LLM. Every claim cited as [chunk:N]. FastAPI + SQLAlchemy async + bge-small embeddings, …

    Python

  6. rag-chat-ui rag-chat-ui Public

    Streaming Next.js RAG chat UI: POST SSE, citations-first rendering, abortable generation, tested parser and Vercel demo.

    TypeScript 1