██████╗ █████╗ ███╗ ██╗██╗███████╗██╗ ██╗
██╔══██╗██╔══██╗████╗ ██║██║██╔════╝██║ ██║
██║ ██║███████║██╔██╗ ██║██║███████╗███████║
██║ ██║██╔══██║██║╚██╗██║██║╚════██║██╔══██║
██████╔╝██║ ██║██║ ╚████║██║███████║██║ ██║
I design and build production-grade AI systems that reason, predict, and automate complex real-world decision-making — from research prototypes to scalable, deployable AI products.
| Domain | Skills |
|---|---|
| 🤖 Generative AI | LLMs · RAG Pipelines · Multi-Agent Systems · Prompt Engineering |
| 🧬 NLP & Transformers | Fine-tuning · Embeddings · Semantic Search · Classification |
| 👁️ Computer Vision | YOLOv8 · Medical Imaging · OCR · Satellite Analysis |
| 📊 Predictive ML | Forecasting · Risk Scoring · Churn Prediction · Explainable AI |
| ⚙️ Production ML | End-to-End Pipelines · Model Deployment · API Design · Automation |
🤖 LLM & Generative AI Systems
| System | Description |
|---|---|
| RAG-based AI Chatbots | Long-Term Memory & Context-Aware Conversational AI |
| Interview Intelligence | LLM-powered Resume Screening & Candidate Ranking Engine |
| Multi-Agent Research | Automated Research Report Generation via Agent Collaboration |
| Health Query Assistant | Medical Q&A powered by Mistral-7B-Instruct |
| Ticket Classification | Customer Support Automation using LLMs |
👁️ Computer Vision & Intelligent Perception
| System | Description |
|---|---|
| Real-Time Object Detection | YOLOv8-powered detection for live environments |
| Medical Imaging AI | Disease detection from X-ray, Skin, COVID-19 scans |
| Document Intelligence | OCR-based structured data extraction pipeline |
| Satellite Change Detection | Environmental monitoring via image diff models |
| Agricultural Classification | Rice grain quality analysis from image data |
📊 Predictive Analytics & Decision Intelligence
| System | Description |
|---|---|
| Stock Price Forecasting | Short-term price prediction using time-series ML |
| Economic Trend Prediction | Financial signal modeling & macro trend intelligence |
| Customer Churn Prediction | End-to-end ML pipeline with business impact scoring |
| Credit Risk Scoring | Explainable AI with SHAP-based model interpretability |
| Behavioral Intelligence | Smartphone usage pattern prediction models |
🏥 Healthcare AI & Clinical Intelligence
| System | Description |
|---|---|
| Multi-Disease Prediction | Kidney, Liver & CBC analysis for clinical support |
| Clinical Trial Matching | NLP + Rule-Based patient-trial matching engine |
| Healthcare Decision Support | Analytics platform for clinical decision-making |
| Mental Health AI | Empathetic conversational agent for emotional support |
🌍 Risk, ESG & Global Intelligence
| System | Description |
|---|---|
| Supply Chain Risk | Multi-signal AI model for supply chain disruption prediction |
| ESG Carbon Estimation | Scope 3 emission estimation system using AI modeling |
| Cyber Threat Detection | Anomaly detection models for cybersecurity intelligence |
| Air Traffic Forecasting | Transportation demand & airflow prediction engine |
⚙️ AI Automation & Applied Intelligence
| System | Description |
|---|---|
| WhatsApp Automation | n8n-based AI pipeline for customer engagement at scale |
| Plagiarism Detection | Semantic similarity using NLP embeddings |
| Resume Screening Engine | AI-powered candidate ranking with scoring logic |
| Intelligent Chatbot | Admin-controlled contextual chatbot system |
| Brand Visibility Intelligence | AI-based search & brand visibility analytics platform |
Languages & Frameworks
LLM Providers & APIs
ML Frameworks
Agentic AI & RAG
Vector Databases
Data & Analytics
MLOps & Cloud
Infrastructure & Tools
📩 Email me directly: rana.danish54331@gmail.com
⭐ **Open to AI | ML Engineer | LLM Engineer | Freelance projects | Contract work roles — Full Time **
📍 Sialkot, Punjab, Pakistan | 🌍 Open to Globally