Bio-Ceramic Website Management
Managed and enhanced website content, boosting user satisfaction and traffic.
Posts by Collection
portfolio
Open-Source Contributions to browser-use WebUI
UX, configuration, stability, and documentation improvements for an open-source browser-agent interface.
CRM Case Retrieval and Analytics Agents
AI agents and analytics sidecars for semantic CRM case retrieval, quality scoring, topic clustering, and operational insight.
ConnectToVPN
A Python-based script for automating VPN connections.
Document Review and Fact-Checking Agent
An agentic review system that extracts claims, retrieves evidence, and ranks contradictions, missing evidence, and logic changes.
Enterprise Local AI Agents at Gam Electronics
Production-ready local AI agents for document search, CRM workflows, messaging systems, OCR, analytics, and enterprise automation.
LLM Zero to Mastery
A hands-on learning repository for local LLMs, RAG, fine-tuning, instruction tuning, and practical AI engineering.
LangChain Zero to Mastery
A hands-on repository for learning LangChain through chains, memory, RAG, tools, and custom agents.
Open-Source Contributions to Google LangExtract
Local-first extraction improvements, including Llama.cpp support and multilingual rendering fixes.
Najva Push Notification Optimization
Optimized push notification services and improved codebase quality metrics.
OCR and Hybrid Retrieval Pipeline
OCR, indexing, and hybrid retrieval workflows for scanned enterprise documents and Persian-language search.
Natural-Language OracleDB Search
A local LLM application that maps natural-language requests to OracleDB search fields and structured filters.
Freelance E-commerce Platform
A lightweight e-commerce platform designed to mirror Amazon’s functionality.
PyTorch Zero to Mastery
A step-by-step guide to mastering PyTorch, covering tensors, neural networks, and GPU utilization.
Python Zero to Mastery
An in-depth exploration of Python, covering hot topics, useful libraries, and advanced programming concepts.
RZN Campaign
A Progressive Web App (PWA) for product identification and prize distribution.
remote-embedding
A PyPI package that exposes embedding models through a shared FastAPI server and LangChain-compatible RemoteEmbeddings client.
publications
DCOR: Anomaly Detection in Attributed Networks via Dual Contrastive Learning Reconstruction
Published in The 13th International Conference on Complex Networks and their Applications, 2024
In this work, we propose a novel framework that leverages dual reconstruction and contrastive learning to identify anomalies in attributed networks, addressing both structural and attribute-level outliers. Our experiments on benchmark datasets demonstrate significant performance improvements compared to existing methods.
Recommended citation: Zade, H.R., Zare, H., Ghassemi Parsa, M., Davardoust, H., Bagheri, M.S. (2025). DCOR: Anomaly Detection in Attributed Networks via Dual Contrastive Learning Reconstruction. In: Cherifi, H., Donduran, M., Rocha, L.M., Cherifi, C., Varol, O. (eds) Complex Networks & Their Applications XIII. COMPLEX NETWORKS 2024 2024. Studies in Computational Intelligence, vol 1189. Springer, Cham. https://doi.org/10.1007/978-3-031-82435-7_1
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talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
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