Fatima Azfar

About

Building AI that works in the real world

I'm a Data Scientist and AI Solutions Developer, currently serving as Co-Founder & CTO at Rapide Technologies, where I lead the development of AI-powered products and enterprise solutions for clients across finance, logistics, healthcare, and retail.

My work spans the full spectrum of applied AI — from fine-tuning language models and building agentic systems to geospatial intelligence platforms and production mobile apps. I hold a BS in Data Science from FAST NUCES Lahore.

I'm particularly drawn to problems at the intersection of AI and domain expertise — where intelligent systems can meaningfully change outcomes for real people and organizations.

Products

What I've shipped

Live products I've co-founded and built from the ground up.

Live Product AI · Mobile

Remirro

A voice-first personal growth journal. Speak your thoughts — Whisper transcribes them, Claude analyzes for psychological patterns, mood trends, and emotional breakthroughs, then surfaces personalized affirmations and weekly trend insights. Available as a web app and React Native mobile app with CI/CD on Vercel and EAS.

ExpoNext.jsSupabase OpenAI WhisperAnthropic ClaudeVercel

Visit remirro.com →

Live Product AI · Mental Health

WhysWithin

AI-guided trauma discovery and emotional healing platform. Uses adaptive questionnaires and GPT-powered pattern recognition to surface emotional root causes and generate personalized healing roadmaps — privacy-first by design.

FlaskOpenAI GPTPostgreSQL

Projects

Enterprise & Client Work

Production systems built for organizations across finance, logistics, and retail. Client names withheld for confidentiality.

Client Product HR Tech · SaaS

Clout

Enterprise HR analytics platform with AI-powered dashboards, predictive employee turnover modeling, conversational data querying, and automated report generation with PDF/Excel export.

ReactPythonPostgreSQL scikit-learnOpenAID3.js

Visit clouthr.ai →

Enterprise AI · Lead Generation

AI Lead Intelligence Platform

Full-stack lead generation engine that discovers, enriches, scores, and pitches leads across five strategic buyer personas — pulling from Google Maps, YouTube, Instagram, TikTok, Reddit, and neural search. Claude writes a personalised outreach hook for every lead based on real business signals. Complete browser UI with scraper dashboard, CRM pipeline, analytics, and encrypted API key management.

Next.js 14FastAPIClaude ApifyExaFirecrawlPostgreSQL

Enterprise Agentic AI · Data

TCG Release Intelligence Agent

Agentic pipeline that tracks upcoming trading card game product releases in real time — running live web searches via Tavily, extracting structured data with a multi-LLM fallback chain (Claude → GPT-4o → Gemini → Grok), and outputting validated, deduplicated CSV/JSON with release dates, product types, images, MSRP, and source attribution. Built for a platform serving the global hobby and gaming industry.

PythonTavilyClaude GPT-4oGeminiPydanticApify

Enterprise Geospatial · Finance

Banking Intelligence Platform

Strategic market intelligence platform for a national bank. Computes Local Deposit Estimates and Area Opportunity Scores across pilot cities using OpenStreetMap data, Voronoi spatial analysis, and Claude-powered AI narrative insights with confidence tiering and full source attribution.

FastAPILeaflet.jsClaude Overpass APIVoronoiSQLite

Enterprise Geospatial · Retail

Retail Geo-Intelligence Dashboard

Interactive market mapping platform for a retail manufacturer. Scores dealer effectiveness, detects market saturation zones, and generates AI-powered strategic expansion recommendations using scraped competitor data, grid-based opportunity scoring, and Voronoi spatial analysis.

FlaskLeaflet.jsClaude ShapelySerpAPIChart.js

Enterprise AI · Logistics

Logistics AI Suite

Three integrated AI tools built for a major logistics company: a WhatsApp-native executive finance assistant with multilingual Urdu/English audio support, a customer self-service portal with real-time shipment tracking and KPI dashboards, and a Bayesian-scored cross-sell intelligence tool with GPT-generated rationale.

FlaskTwilioGPT-4o WhisperPandasReportLab

Agentic AI Geospatial

Agentic Text-to-SQL System

Conversational geospatial data tool that converts natural language queries into SQL, executes them on uploaded datasets via DuckDB, and renders interactive H3 hexagonal grid visualizations — no SQL knowledge required.

FastAPIDuckDBH3Claude

Internal Tool HR Tech

Rapide HRMS

Full internal HR management system for Rapide Technologies with dual admin/employee interfaces, project profitability tracking, paysheet management, work hour logging, real-time notifications, and Chart.js dashboards.

FlaskPostgreSQLChart.jsFlask-Login

Open Data Geospatial

Internal Lahore Boundaries

The most detailed publicly available sub-district map of Lahore — 801 verified named localities as Voronoi influence-zone polygons, distributed in Shapefile and GeoJSON formats for open community use in research and urban planning.

QGISGeoPandasVoronoiGeoJSON

View on GitHub →

Research & ML

Academic & Research Projects

Deep learning, NLP, and computer vision research from FAST NUCES and independent study.

NLP · Deep Learning

Hangman AI

Hybrid solver combining BiLSTM, BERT, and a Directed Acyclic Word Graph (DAWG) to predict missing letters — achieving near-optimal Hangman gameplay performance.

PyTorchBERTBiLSTM

GitHub ★10 →

Generative AI · CV

Text-to-Image Generator (CGAN)

Conditional GAN that synthesizes architectural floorplan images from text descriptions, with FID and IS evaluation metrics and a full custom dataset pipeline.

PyTorchCGANFID/IS Metrics

GitHub ★7 →

ML · Predictive

Earthquake Magnitude Predictor

ML pipeline using XGBoost and neural networks to predict earthquake magnitudes, with feature selection, hyperparameter tuning, and full regression evaluation metrics.

XGBoostPyTorchscikit-learn

GitHub ★5 →

CV · Medical Imaging

Mitosis Detection

Medical image classifier distinguishing mitotic from normal cells using VGG-11, DenseNet, and a custom CNN with focal loss and hyperparameter optimization.

VGG-11DenseNetPyTorchFocal Loss

GitHub ★4 →

NLP · Information Retrieval

Urdu Information Retrieval

Document retrieval system for Urdu text combining BERT, TF-IDF, Word2Vec, and Doc2Vec embeddings with SVM-based ranking and query reformulation — one of few IR systems built natively for Urdu.

ElasticsearchBERTWord2Vecscikit-learn

GitHub →

Community Resource

FAST Data Science Material

Complete coursework from 8 semesters of BS Data Science at FAST NUCES Lahore — a widely used open resource for junior students across Pakistan.

JupyterPythonMLStatistics

GitHub ★20 →