I am an AI Solutions Developer and Data Scientist with deep expertise in Computer Vision, NLP, Deep Learning, Agentic AI, and Multimodal Systems. Currently Co-Founder & CTO at Rapide Technologies, where I architect and ship production AI products for enterprise and government clients.
My work spans full SaaS platforms, agentic pipelines, real-time government dashboards, federated learning systems, and multimodal medical AI - systems that are deployed, trusted, and used. I work and lead teams across the full stack: AI research, system architecture, backend, and product.
Quickly check out my portfolio: https://fatimaazfar.github.io/
Core Stack
Role: AI Solutions Architect & Technical Lead | clouthr.ai
A production-grade, multi-tenant HR Analytics SaaS I designed and built with my team — owning the full AI architecture, technical direction, and end-to-end delivery across six integrated modules.
Data Loading & Cleaning — LLM-assisted ingestion pipeline
CSV/Excel upload, horizontal/vertical multi-file merge, OAuth2-connected HRIS integrations (Workday, BambooHR), and a chat interface for LLM-driven cleaning commands (standardize dates, remove nulls, replace categories, clamp outliers) — powered by Pandas, NumPy, and an event-driven Python backend.
AI-Powered Analytics Dashboard — auto-generated on data upload
Automatically triggered post-ingestion — generates correlation matrices, distribution charts, KPI summary cards, and significant-finding callouts. Real-time rendering via websockets. Built with D3.js, Plotly.js, and Python analytics.
HR Dashboard & Predictive Analytics — attrition, turnover risk, engagement
ML-based turnover risk predictions (scikit-learn / PyTorch), attrition rate trends, engagement scores, deep-dive filters by department, region, and role. Optional AI recommendations for interventions.
Chat with AI — converse with your HR data
Ask "What is the average tenure by department?" or "Show attrition trend over 5 years" and receive answers and auto-generated charts. Powered by OpenAI GPT and LangChain, with RBAC-gated column access per user role.
Report Builder — drag-and-drop, AI-written, export-ready
Drag-and-drop report composer pulling charts and insights from all modules. AI-generated narrative text blocks, WYSIWYG manual editing via CKEditor, and export to PDF (jsPDF), Excel (SheetJS), or HTML.
HRIS Integrations — OAuth2 sync with enterprise platforms
OAuth2 REST integrations with Workday, BambooHR, and other platforms. Scheduled data sync jobs, multi-tenant data isolation, GDPR/SOC2 compliance posture.
PythonFastAPIReactOpenAI GPTLangChainPostgreSQLD3.jsscikit-learnPyTorchDockerOAuth2RBACMulti-tenant
| Project | Description | Stack |
|---|---|---|
| Logistics Financial AI Assistant(Private) | Production WhatsApp-integrated AI assistant for logistics executives — ERP/Finance data analysis, automated report generation, multilingual audio support (English, Urdu, Bilingual), Whisper transcription, and predictive analytics delivered via conversational interface | Python · Twilio · Whisper · FastAPI · OpenAI |
| Agentic Text-to-SQL System(Private) | Multi-agent architecture transforming natural language into optimized SQL with spatial reasoning and H3 hexagonal grid visualization for geospatial datasets | Python · LangChain · FastAPI · H3 |
| Real-Time News Sentiment Dashboard(Private) | Live news scraper feeding an LLM sentiment classification engine, displayed in a real-time web dashboard with narrative trend analysis | Python · LLM · Scraping |
| Hangman AI ⭐9 | Multi-model ensemble combining BiLSTM, DAWG word graph structures, and BERT for high-accuracy letter prediction | Python · BiLSTM · BERT |
| Project | Description | Stack |
|---|---|---|
| EpiDetect ⭐3 | MERN stack web application with fine-tuned ResNet50 for real-time skin disease detection via webcam | React · Node.js · MongoDB · TF |
| Facial Paralysis Detection(Private) | Multi-label deep learning classifier detecting facial paralysis from smile images — commissure orientation, lip symmetry, and clinical features | Python · PyTorch |
| Mitosis Detection ⭐4 | SOFTEC 2024 AI Challenge solution using VGG-11, DenseNet, and custom CNN with focal loss and hyperparameter optimization | Python · TF · Keras |
| MediVision ⭐3 | AI-based medical imaging disease prediction system | Python · Deep Learning |
| Text-to-Image CGAN ⭐7 | Conditional GAN generating floorplan images from text descriptions, with FID and IS evaluation | Python · GAN · PyTorch |
| OCR Solutions ⭐2 | Full implementation and comparison of Pytesseract, EasyOCR, and Google Cloud Vision | Python · OCR |
| Image Colorizer | FastAPI endpoint wrapping DeOldify for black-and-white image colorization | Python · FastAPI |
| Project | Description | Stack |
|---|---|---|
| Punjab Food Authority Dashboard ⭐2 | Real-time Power BI map dashboard for government supervision of food business operations across Punjab province | Power BI · GIS · Python |
| Global Carbon Budget Dashboard ⭐2 — SOFTEC 2024 Winner | Google Looker and Pandas visualization of global CO2 emissions with feature-engineered insights | Looker · Pandas |
| Earthquake Magnitude Predictor ⭐5 | ML and XGBoost predicting earthquake magnitudes with hyperparameter tuning and visualization | Python · XGBoost |
| Urdu Sentiment Analysis ⭐2 | Deep learning sentiment analysis on Urdu tweets, extending NLP to underrepresented languages | Python · Deep Learning |
| Chinese Lyrics NLP ⭐3 | Chinese language similarity and NLP analysis system | Python · NLP |
| FAST Data Science Material ⭐20 | Complete undergraduate data science coursework across 8 semesters | Python · ML |
| Project | Description | Stack |
|---|---|---|
| Energy-Efficient IoT IDS(Private) | Intrusion detection system for IoT devices using Federated Learning and Whale Optimization Algorithm for energy efficiency and data privacy | Python · FL · WOA |
| Federated Learning CIFAR-10 ⭐2 | CNN architecture trained via federated learning across decentralized CIFAR-10 data | Python · FL |
| ResNet-Optima ⭐2 | Advanced ResNet adaptation improving generalization and computational efficiency | Python · PyTorch |
| AlexNet / VGG ImageNet | Faithful reimplementations of AlexNet and VGG architectures from their original papers | Python · TF |
Open to research collaborations, AI consulting, and building things worth building.