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Hafsa-Anwar65/README.md
Hafsa Anwar

AI/ML & Robotics Engineer

I build AI systems that run past the notebook: LLM pipelines, computer vision, browser automation and robotics, wired into APIs, databases and real workflows.

Portfolio Email LinkedIn GitHub


Typing SVG

About Me

I'm an AI & Automation Engineer and a BS Robotics & Intelligence Systems student at Bahria University. Most of what I build sits in the layer between a working model and a usable system:

  • Lead intelligence & automation: extracting and qualifying business leads from Facebook, Threads and Google Maps with Playwright, FastAPI and LLM classification
  • LLM applications: change-order and bill extraction with vision models, validation layers, outreach drafting, cost and latency monitoring, human-in-the-loop routing
  • Computer Vision: object detection & tracking, image processing, OCR, inspection pipelines
  • Robotics: kinematics, trajectory planning, navigation, and simulation with ROS 2, MoveIt, RViz and Gazebo

Currently Building

Focus What I'm doing
Threads Lead Extractor Bringing the Facebook engine's lead pipeline to Threads. IN PROGRESS
EscortBot ROS 2 service robot for bank branches, built with my university team and planned as our final-year project. IN PROGRESS

Tech Stack

AI/ML & Data

Machine Learning Deep Learning CNNs Generative AI RAG Prompt Engineering Gemini Groq OpenCV YOLO MediaPipe OCR

Robotics

ROS2 MoveIt RViz Gazebo MATLAB SolidWorks AutoCAD

Languages & Backend

Python C++ C JavaScript FastAPI Flask Streamlit PostgreSQL MongoDB ChromaDB

Automation & Tools

Playwright Docker n8n Make Automation Anywhere Google Maps Platform MLflow Git GitHub Linux

Lead Intelligence Suite

Client and employer work, so these repositories are private. Happy to walk through the architecture on a call.

Facebook Lead Intelligence Engine

DEPLOYED PRIVATE

Finds people publicly asking for services in Facebook posts and turns them into qualified leads.

  • Playwright attaches to an already-signed-in Chrome over CDP: no login automation, no CAPTCHA bypass
  • Ingestion, duplicate detection, LLM classification, filters, API and dashboard
  • Runs in production as Docker containers on a Hostinger VPS

Python FastAPI Playwright Docker

Google Maps Lead Extractor PRIVATE

B2B lead engine built in partnership with Xperts Global.

  • Tile-based search by state, city or ZIP
  • Do-Not-Contact, existing-customer and chain/franchise suppression
  • CSV / Excel export

Python Places API

Threads Lead Extractor

IN PROGRESS PRIVATE

The Facebook engine's pipeline, applied to Threads.

  • Collects public service-request posts
  • De-duplicates and classifies them into leads
  • Feeds the same lead pipeline

Python Playwright

Featured Projects

Change Order Extractor

Messy construction change orders in, validated JSON out.

  • Every field carries a confidence score and its source line
  • Contract sums checked to the cent; needs_review verdict per document
  • 185 tests, strict mypy, CI on Python 3.12 and 3.13

Python Pydantic FastAPI Claude API

Repo

Billsight LIVE

Decodes Pakistani electricity bills (IESCO, LESCO, K-Electric). Built for Women Tech Quest 2026.

  • Vision-model extraction of every charge, tax and history field
  • 7-point validation and Q&A over the bill
  • Reproducible results with caching; 75 tests

Python Streamlit Gemini

Live Demo Repo

AI Support Ticket Triage

Classifies support tickets and knows when to ask a human.

  • LLM output validation
  • Confidence and risk scoring
  • Human-in-the-loop routing for uncertain cases

Python LLM

Repo

NudgeLine

AI outreach drafter for comments and emails.

  • Human-sounding comments on fetched Facebook posts
  • Personalized emails from an email list
  • Drafted replies to incoming emails

Python Groq

Repo

LLM Cost & Latency Monitor

A logging proxy in front of LLM API calls.

  • Records cost and latency per request
  • Dashboard for spotting slow or expensive calls

Python LLM APIs

Repo

6-DOF Robotic Arm Simulation

Kinematics and motion planning for a 6-axis arm.

  • Forward and inverse kinematics
  • Trajectory planning with obstacle avoidance
  • Simulated in MoveIt, RViz and Gazebo

ROS 2 C++ Python

Repo

More Projects

Project What it does Tech Link
HerSafeAI Conversational assistant that guides users through reporting harassment and structures it into a formal incident report n8n · JavaScript · HTML/CSS Demo · Repo
GitHub Commit Notifier Flask webhook server that prints real-time push/PR notifications, exposed via Cloudflare Tunnel Python · Flask · Webhooks Repo
Gear Inspection System OpenCV pipeline that classifies conveyor-belt gears as PASS/FAIL using contour analysis Python · OpenCV Repo
Autonomous Mobile Robot LiDAR mapping and A* navigation with dynamic replanning in simulated mazes Python · LiDAR · A* Repo
Handwritten Text Recognition Image preprocessing and OCR pipeline for extracting text from images Python · OpenCV · Tesseract Repo
AI Object Detection & Tracking API Real-time YOLO detection and multi-object tracking served through FastAPI; experiments tracked in MLflow YOLO · FastAPI · MLflow Not public
Real-Time Hand Tracking Tracks 21 hand landmarks per frame for gesture-based interaction Python · OpenCV · MediaPipe Not public

Experience

AI & Automation Engineer, Tandorge Limited · Jun 2026 to Present · Remote Built and deployed the Facebook Lead Intelligence Engine (FastAPI, Playwright, LLM classification), now running in Docker containers on a Hostinger VPS; currently extending the same pipeline to Threads.

AI Automation Intern, DevelopersHub Corporation · Aug 2026 to Oct 2026 · Remote Built an AI support ticket triage system with classification, LLM output validation, confidence/risk scoring and human-in-the-loop routing. Learned and applied Playwright for browser automation.

Gen AI Fellow, Mind Works International · Jul 2026 to Aug 2026 · Remote Built n8n automation pipelines connecting LLM-based systems with external APIs and data sources, using RAG to structure and route information.

Robotics & Automation Intern, Decode Labs · Jun 2026 to Jul 2026 · Remote Built a 6-DOF robotic arm simulation (FK/IK, trajectory planning, obstacle avoidance) on ROS 2, an OpenCV gear-inspection pipeline, and LiDAR + A* navigation for an autonomous mobile robot.

Partnerships & Collaborations

Xperts Global · B2B sales organization Building their Lead Engine as the AI engineer: a Google Maps lead extraction tool covering tile-based search, lead suppression and chain/franchise filtering, deployed on a VPS.

Certifications

Certification Issuer Date Credential
AI Fundamentals: Foundations for Understanding AI IBM SkillsBuild Aug 2026 Verify
Building RAG Apps Using MongoDB MongoDB Aug 2026 Verify
Certified Essentials Automation Professional Automation Anywhere Aug 2026 Verify
Introduction to Developing AI Agents Microsoft Aug 2026 Verify
Claude 101 Anthropic Aug 2026 Verify
Data Analytics Using Python 10Pearls University Aug 2026 Verify
Generative AI LinkedIn Learning Aug 2026 Verify
Data Science & Analytics HP LIFE Aug 2026 Verify
Machine Learning Onramp MathWorks Jul 2026 Verify
Robotics and Automation Virtual Internship Decode Labs Jul 2026 Verify
Data Visualization Kaggle Jul 2026 Verify
Prompt Engineering SoloLearn Jun 2026 Verify
Introduction to AI Concepts Microsoft Jun 2025 Verify
Python UniAthena (Cambridge International) Jun 2025 Verify

Education

BS in Robotics & Intelligence Systems, Bahria University · 2024 to 2028 (5th Semester)

GitHub Analytics

Hafsa's GitHub Stats Top Languages GitHub Streak
Contribution Activity Graph

Let's Connect

Portfolio Email LinkedIn

Building intelligent systems, one project at a time.

Pinned Loading

  1. llm-cost-monitor llm-cost-monitor Public

    Python 1

  2. AI-Support-Ticket-Triage AI-Support-Ticket-Triage Public

    AI-powered support ticket triage and routing system built with n8n and LLMs. Automates ticket classification, structured-output validation, confidence and risk assessment, intelligent queue routing…

  3. change-order-extractor change-order-extractor Public

    Python

  4. github-commit-notifier github-commit-notifier Public

    Python 1

  5. hafsaanwar-dev hafsaanwar-dev Public

    JavaScript

  6. NudgeLine NudgeLine Public

    Draft-only outreach tool: turns your leads into one natural comment and one personalised email each. You review and approve everything, nothing is posted or sent automatically.

    Python