Skip to content
View FaiqaShabbir's full-sized avatar
πŸ’­
I may be slow to respond.
πŸ’­
I may be slow to respond.

Block or report FaiqaShabbir

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
FaiqaShabbir/README.md

Hi πŸ‘‹ I'm Faiqa Shabbir

AI & LLM Engineer | Building Production AI Systems That Actually Work

I'm an AI & LLM Engineer with 5+ years of experience designing and shipping production-grade AI systems β€” not demos. My work spans RAG pipelines, multi-agent workflows, LLM fine-tuning, computer vision, and MLOps infrastructure. I care deeply about measurable outcomes: retrieval hit@10, p95 latency, cost-per-request. If I can't measure it, I'm not done.

Currently building agentic AI systems at Turing and contributing to A.Team missions in AI & data science.


πŸš€ What I Build

  • RAG Systems β€” LangChain + FAISS + Neo4j Vector, deployed on GCP Cloud Run. Turning 3-4 hours of manual document analysis into 2-minute AI-powered answers.
  • Multi-Agent Pipelines β€” Generator-Validator architectures, Plan-Execute frameworks, Think-Act-Observe loops. Agents that are reliable, not just impressive.
  • LLM Fine-Tuning β€” SFT models for code translation and domain reasoning. Taxonomy-aligned training datasets for classification, generation, and reasoning tasks.
  • Agentic Evaluation Frameworks β€” Designed and evaluated 850+ long-horizon trajectories (100–200+ actions each) at Turing. Built QA rubrics that classify outputs into Critical Mistakes, Bad Side Effects, and Misunderstandings.
  • Computer Vision β€” YOLOv8/v5 object detection, OCR pipelines (Tesseract), NER systems achieving 95% OCR accuracy and 90% NER precision.

πŸ› οΈ Tech Stack

AI & LLM

Python LangChain GPT-4 PyTorch HuggingFace scikit-learn

Backend & APIs

FastAPI Flask Django GraphQL

Databases & Vector Stores

PostgreSQL MongoDB Neo4j Redis FAISS

Cloud & DevOps

GCP AWS Docker GitHub Actions

Frontend

React Next.js TailwindCSS

AI Tools I Use Daily

Claude Cursor Windsurf


πŸ“Œ Key Projects

Project Description Stack
Advisor Insight at Scale RAG platform for financial Q&A β€” multi-format ingestion, context-aware retrieval, 30% accuracy improvement LangChain, FAISS, Neo4j, GCP
Creds Creator & Proposal Producer AI automation suite β€” Generator + Validator agents, 4hrs β†’ 10min turnaround GPT-4, Google Slides API, FastAPI
Sales Knowledge Center Real-time data pipeline with live web search for executive insights Python, LangChain, GCP
Multi-tenant LMS Platform Secure, scalable learning management system for multiple organizations FastAPI, PostgreSQL, Docker, AWS

🌍 Find Me

LinkedIn GitHub Medium Email


πŸ’¬ Open To

  • Remote AI/LLM engineering roles
  • Multi-agent and RAG system projects
  • LLM evaluation and fine-tuning collaborations
  • Computer Vision + NLP hybrid projects

Based in Pakistan πŸ‡΅πŸ‡° | Available globally | Fluent in English

Pinned Loading

  1. Django-Invoice-Generator Django-Invoice-Generator Public

    Forked from OmkarPathak/Django-Invoice-Generator

    A minimal Invoice Generator using Django

    JavaScript

  2. Helmet-Detection-and-License-Plate-Recognition Helmet-Detection-and-License-Plate-Recognition Public

  3. Llama-2-Blog-Generation Llama-2-Blog-Generation Public

    Python

  4. ai-stackoverflow-summarizer ai-stackoverflow-summarizer Public

    Python

  5. nope-excuse-generator nope-excuse-generator Public

    Dart

  6. terraform-visualizer terraform-visualizer Public

    Interactive Terraform infrastructure visualization tool that converts plan JSON into beautiful, interactive graphs. Built with D3.js - no dependencies required!

    HTML