I am a results-focused ML/AI practitioner with hands-on experience delivering AI solutions across legal, real estate, and finance sectors. I specialize in LLMs, RAG systems, NLP, computer vision, and intelligent document processing to turn complex data into actionable business outcomes. I code in Python and deploy models to the cloud using FastAPI, Docker, and AWS. I consistently improve performance and reduce manual workload by up to 80% while aligning technical work with business goals.

Ali Zain

I am a results-focused ML/AI practitioner with hands-on experience delivering AI solutions across legal, real estate, and finance sectors. I specialize in LLMs, RAG systems, NLP, computer vision, and intelligent document processing to turn complex data into actionable business outcomes. I code in Python and deploy models to the cloud using FastAPI, Docker, and AWS. I consistently improve performance and reduce manual workload by up to 80% while aligning technical work with business goals.

Available to hire

I am a results-focused ML/AI practitioner with hands-on experience delivering AI solutions across legal, real estate, and finance sectors. I specialize in LLMs, RAG systems, NLP, computer vision, and intelligent document processing to turn complex data into actionable business outcomes.

I code in Python and deploy models to the cloud using FastAPI, Docker, and AWS. I consistently improve performance and reduce manual workload by up to 80% while aligning technical work with business goals.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Beginner
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Language

English
Fluent

Work Experience

Machine Learning Engineer at Intalytic Group
October 31, 2025 - October 15, 2025
Developed ML models (Random Forest, YOLO) for real-world business use cases. Built AI solutions with LLMs, RAG systems, and intelligent document processing pipelines to improve decision-making in Real Estate, reducing document processing time by 70%. Implemented NLP and LLM-powered solutions, from OCR to extracting structured data from banking documents and performing automated validation, reducing manual effort by 90%, while coordinating with the Team Lead to align with business goals. Developed an automated lead generation system using Apify to fetch and structure organization data from Google based on niche and location.
AI Engineer at Ikram Associates
October 31, 2024 - October 15, 2025
Developed an AI-powered platform for law firms with capabilities in case classification, summarization, and verdict prediction, reducing processing time by 65%. Built LLM-based tools for automated legal template generation (Affidavits, Legal Notices, Agreements). Applied an OCR-driven text extraction pipeline to digitize case details into a structured library. Integrated a RAG-based chatbot to deliver deterministic and up-to-date legal responses.
Computer Vision Engineer at Freelance AI Project
February 28, 2025 - October 15, 2025
Implemented a YOLO-based computer vision model for person detection in indoor playgrounds. Developed real-time detection and tracking pipeline to ensure accurate monitoring in indoor environments. Optimized model performance and achieved accuracy of 83.4% in person detection in challenging environments.

Education

Bachelor of Science in Information Technology at Quaid-i-Azam University, Islamabad
September 8, 2021 - September 8, 2025

Qualifications

Azure AI Fundamentals (Microsoft Certified)
January 11, 2030 - October 15, 2025
Machine Learning Specialization (deeplearning.ai, Coursera)
January 11, 2030 - October 15, 2025
Recurrent Neural Networks (deeplearning.ai, Coursera)
January 11, 2030 - October 15, 2025
Retrieval Augmented Generation – RAG (deeplearning.ai, Coursera)
January 11, 2030 - October 15, 2025

Industry Experience

Financial Services, Real Estate & Construction, Professional Services, Software & Internet