Skip to content
View cankoc35's full-sized avatar
11 followers · 24 following

Block or report cankoc35

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
cankoc35/README.md

Hi, I'm Can 👋

Applied Data & AI Engineer building production RAG systems, PostgreSQL/TimescaleDB analytics, and machine learning workflows for logistics, IoT, and operational data.

I work across Python, SQL, FastAPI, PostgreSQL, TimescaleDB, PostGIS, pgvector, LangChain, LangGraph, Ollama, and Docker, with a focus on turning high-volume telemetry and business data into reliable analytics, AI assistants, and decision-support tools.

Focus Areas

  • Production RAG systems, tool-calling agents, and MCP-based integrations
  • PostgreSQL, TimescaleDB, PostGIS, pgvector, and advanced SQL analytics
  • IoT telemetry, route analytics, map matching, and logistics reporting
  • Applied ML for ETA prediction, fuel-consumption modeling, and anomaly detection
  • FastAPI backends, Dockerized services, REST APIs, and async workflows

Currently Working On

  • Real-time voice agents with STT → LLM → TTS pipelines
  • OCR-based document processing to improve retrieval quality
  • Self-hosted RAG systems with FastAPI, PostgreSQL/pgvector, and Ollama

Tech Stack

  • Data & Databases: PostgreSQL, TimescaleDB, PostGIS, SQL
  • Backend & AI: Python, FastAPI, LangChain, LangGraph, Ollama, LLMs, Crawl4AI

Pinned Loading

  1. exam-paper-reader-ocr exam-paper-reader-ocr Public

    End-to-end exam-sheet OCR pipeline: segments raw exam photos, detects and normalizes text regions, runs PaddleOCR/EasyOCR/TrOCR (base-large), then evaluates predictions against labeled answers with…

    Python 1

  2. rag-logistics-router rag-logistics-router Public

    AI-powered system that combines Retrieval-Augmented Generation (RAG) with Regression-based ML models to enhance predictions. It leverages LLM-based retrieval for contextual insights and regression …

    Python

  3. voice-agent-pipeline voice-agent-pipeline Public

    Local real‑time voice agent pipeline that listens to the mic, detects speech, transcribes and generates replies.

    Python

  4. self-hosted-rag-studio self-hosted-rag-studio Public

    Self-hosted RAG chat studio with FastAPI, PostgreSQL/pgvector, Ollama, JWT auth, hybrid retrieval, and a React UI for document + model management.

    Python