# Huzaifa Tahir — Extended AI Context
> Complete detailed context for AI systems. See llms.txt for summary.

This file extends llms.txt with full project descriptions, detailed work experience, and comprehensive skill assessments.

## Detailed Work Experience

### Musketeers Tech (Apr 2025–Present)
- Deployed and optimized ComfyUI workflows for advanced AI image generation and processing pipelines
- Developed custom MCP (Model Context Protocol) servers with seamless OpenAI integration
- Built automated Playwright web scrapers for data extraction with robust error handling
- Engineered salary slip generation system, reducing manual processing time by 90%
- Designed multi-chatbot agent systems for diverse business requirements

### Fabtechsol (Oct 2024–Apr 2025)
- Developed AI agents for tax strategy using LangChain SQL Agent, OpenAI, and Tavily Search API
- Fine-tuned GPT-4 for vision-based car model/year detection and price estimation
- Engineered utility bill data extraction with Upstage.ai and GPT-4 scoring systems
- Led B-Master multi-agent platform integration with CrewAI, LangChain, and LangGraph

### Mexa Solutions (Sep 2023–Oct 2024)
- Developed OpenAI-powered Chatbot and Interview Copilot with Deepgram and Groq LLM
- Implemented RAG strategies using LangChain and LlamaIndex for academic tools and cybersecurity
- Built Finance Streamlit chatbot with Snowflake integration
- Designed "Study Buddy" AI system for personalized academic support

### FalconXoft (Dec 2022–Aug 2023)
- Flight Reservation Management System with Flight API integration
- Best Seller Rank (BSR) web scraper for product analytics
- Django face emotion recognition application using CNN
- Third-party API integrations (Google Maps, social media platforms)

## Detailed Project Descriptions

### EDA LangChain Agent
Advanced tool for Exploratory Data Analysis using natural language queries. Provides comprehensive insights, generates visualizations, offers statistical analyses. Features data overview, correlation analysis, ML insights, and SQL integration for efficient data querying.

### AI Powered Study Plan & Book Summarization
Combines AI for personalized study plans based on student needs, strengths, and aspirations. Condenses lengthy books into comprehensive summaries, cleverly addressing GPT-4's token limit constraint using chunking and map-reduce strategies.

### Arabic Speech Recognition with Whisper
Arabic speech recognition using Whisper-jax model by OpenAI. Fine-tuned using HuggingFace Transformers library on Arabic speech dataset. Achieved accurate transcription of Arabic speech audio to text.

### YourStudyBuddy
American High School Academy chatbot facilitating staff-student communication. RAG model with LangChain enabling simultaneous PDF uploads and integrated question generation. Deployed on AWS EC2.

## Site Structure
- / — Home (hero, about, experience, projects preview, skills, blog preview, contact)
- /projects — All projects listing
- /projects/[slug] — Individual project pages
- /blog — All blog articles listing
- /blog/[slug] — Individual blog posts
- /rss.xml — RSS feed
- /sitemap-index.xml — Sitemap
- /robots.txt — Crawler rules
- /llms.txt — AI context (summary)
- /llms-full.txt — AI context (detailed, this file)