Open to opportunities

Ibadat Ali

@ibadatali2319

AI/ML Engineer at Soft Shack and on Fiverr, deploying production AI systems including a forecasting ensemble with 1.23% MAPE.

Pakistan

Message

At Soft Shack, I designed and deployed production ML/AI pipelines that integrated LLM APIs with FastAPI and Docker. I also developed agent workflows and RAG systems with audit logging and confidence gates.

As an independent AI/ML freelancer on Fiverr, I deliver production systems for clients, including an industrial predictive maintenance solution attributed with $38K in cost savings and a forecasting ensemble that achieved 1.23% MAPE across 580K+ transactions. I build in fallbacks and traceability so systems can be handed off for independent operation.

Experience

Work history, roles, and key accomplishments

Current

Independent AI/ML Freelancer

Current

Fiverr

Jan 2025 - Present (1 year 9 months)

Delivered production AI/ML solutions to international clients including predictive modeling, forecasting, NLP, RAG, LLM integration, computer vision, and FastAPI/Docker deployment. Achieved MAPE 1.23% forecasting accuracy and $38K attributed cost savings.

predictive modeling Forecasting NLP RAG LLM Integrations Computer Vision YOLOv8 OpenCV fastAPI Docker N8n WhatsApp Business API

ML/AI Engineer

Soft Shack

Dec 2025 - Mar 2026 (3 months)

Designed and deployed production ML/AI pipelines integrating LLM APIs with FastAPI and Docker. Built end-to-end AI agent workflows and RAG-based retrieval systems with audit logging and confidence gates.

OpenAI API Gemini API fastAPI Docker RAG Lang Chain Audit Logging Confidence Gates

Data Scientist Intern

Arch Technologies

May 2025 - Aug 2025 (3 months)

Developed and evaluated ML models for business forecasting using Python, Scikit-Learn, XGBoost, and Pandas. Engineered ETL pipelines from SQL and CSV sources and delivered model performance reports with SHAP-based feature attribution.

Python scikit learn XGBoost Pandas SQL ETL SHAP Data Visualization

Education

Degrees, certifications, and relevant coursework

GIFT University

Bachelor of Science, Data Science

Pursuing a Bachelor of Science in Data Science with coursework in machine learning, deep learning, database systems, statistical inference, data structures and algorithms, and operations research.