Abdullrahman
HomeAboutProjectsResearchSkillsContact
Download CV
Back to Archive
Project 01 // Core Engine

Excel Analysis Private AI
Agent.

Local Django, Ollama, and LangChain assistant for chatting with Excel and CSV files

VIEW ON GITHUBDOCUMENTATION
Django
LangChain
Ollama
Data Analysis
Visualization
DJA
Django
LAN
LangChain
OLL
Ollama
DAT
Data Analysis
Excel/CSVData sources
LocalRuntime
SQL/Python/RAGAgent tools
Process // 01

The Challenge

Spreadsheet analysis is repetitive, and sensitive files are often poor candidates for hosted AI tools.

Bottleneck Analysis

Identification of relay failures in distributed nodes.

Process // 02

The Solution

  • Built upload workflows for Excel and CSV files with configurable missing-value handling.
  • Combined SQL queries, pandas/Python computations, semantic retrieval, and live agent traces.
Architecture

Visual Chronicles

Abdullrahman

© 2026 Abdullrahman. Built for high-end AI research.

LinkedInGitHubPrivacyTerms
Added charts, filtering, pagination, and model settings for local Ollama-based workflows.
Solution visualization