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Archillesjakins/README.md

πŸ€– Archilles Jacob

AI Software Developer (Agentic AI | Backend Systems | LLMs | Reverse Engineer| Data Engineer)

I’m a specialized AI Software Developer architecting cutting-edge artificial intelligence solutions with a focus on agentic AI development and robust backend systems. My journey began as a Data Scientist and has evolved into building production-ready AI applications powered by Large Language Models (LLMs), RAG systems, and autonomous multi-agent pipelines.

I design and implement sophisticated autonomous AI agents from orchestrating architectual mind maps iteration process and implementationβ€” from voice assistants to call-center automation, social media AI bots, and web-based assistants β€” delivering real business value with innovative AI-driven solutions.


followers total stars visitors


πŸ› οΈ Languages and Tools

Python

FastAPI

PostgreSQL

JavaScript

TypeScript

React

Supabase

Docker

Git

Linux

Selenium

Terminal

OpenAI

Google Gemini

LangChain

LangGraph




πŸš€ Highlighted Projects

Here are a few key projects that showcase my AI & backend expertise:


πŸ“Œ LinkedIn Web Automation

Production-grade API to scrape LinkedIn public profiles (given URLs) for structured talent data. Automates profile parsing with rate-limiting and compliance handling.


πŸ“Œ Health-Transcribe (Private)

Web app providing real-time multilingual transcription and translation using AI. Designed for healthcare and cross-language communication.


πŸ“Œ RagAgents (Private)

A multi-agent RAG pipeline orchestrating multiple LLMs for multimodal queries (text + docs + images). Enhances retrieval accuracy and AI reasoning.


πŸ“Œ Shopfront

A modern e-commerce web app built with React, TypeScript, and Supabase, supporting product management, inventory, and bookings.


πŸ“Š GitHub Stats

Archilles' GitHub stats
GitHub Streak
Top Langs


πŸ“ˆ Contribution Graph

Archilles' github activity graph


βš™οΈ AI Automation Workflow

flowchart LR
    A([User Query]) --> B([AI Agent])
    B --> C([OpenAI / Gemini LLMs])
    B --> D([LangChain / LangGraph Orchestration])
    C --> E([RAG Knowledge Base])
    D --> E
    E --> F([FastAPI Backend])
    F --> G[(PostgreSQL Database)]
    F --> H([Action / Insight / Output])
    
    style A fill:#6EE7B7,stroke:#059669,stroke-width:2px
    style B fill:#93C5FD,stroke:#1D4ED8,stroke-width:2px
    style C fill:#FCD34D,stroke:#D97706,stroke-width:2px
    style D fill:#FCA5A5,stroke:#B91C1C,stroke-width:2px
    style E fill:#A7F3D0,stroke:#047857,stroke-width:2px
    style F fill:#DDD6FE,stroke:#6D28D9,stroke-width:2px
    style G fill:#FBCFE8,stroke:#BE185D,stroke-width:2px
    style H fill:#F9A8D4,stroke:#9D174D,stroke-width:2px
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  1. logllm logllm Public

    Forked from shure-dev/logllm

    Automatically extract ML experimental conditions from your Python scripts and plot the metrics value. For Machine Learning Engineers

    Python

  2. crop-disease-detection- crop-disease-detection- Public

    Yolo model pretaining from local datasets multi batching

    Jupyter Notebook

  3. Health-Transcribe-main Health-Transcribe-main Public

    AI web-based application that enables real-time, multilingual translation using Gemini and Google API for more contextual translation.

    JavaScript

  4. e-commerce-managment e-commerce-managment Public

    An Ecommerce order management system where customers can place orders, view order history, and get order summaries.

    Python 1

  5. news-web-app-flask- news-web-app-flask- Public

    A web application designed to summarize and analyze news articles which aims to provide users with concise summaries of important news articles

    Python 1

  6. Lottery-Prediction-LLM-Fine-tuning Lottery-Prediction-LLM-Fine-tuning Public

    Jupyter Notebook