At seKer AI, I build AI/ML applications using Python, FastAPI, LangChain, Ollama, Qwen 2.5 3B, and Streamlit. I built a local LLM-powered chatbot with real-time response streaming, multi-turn conversations, and persistent JSON-based chat history.
I also developed an end-to-end customer churn prediction and retention system, covering preprocessing, model comparison, threshold optimization, risk scoring, and evaluation, with a Streamlit prediction interface.
At Arch Technologies, I developed Python-based security applications for network packet capture, filtering, logging, and PCAP export. My projects include an automated incident response platform using FastAPI, React, PostgreSQL, Docker, and Wazuh SIEM, and a TensorFlow/Keras pneumonia classifier that achieved 90% accuracy on evaluated images.
