About me
AI engineer with a builder's mindset
I'm Amir Mokhtarian — an AI engineer and full-stack developer specializing in Retrieval-Augmented Generation and LLM systems that reach production, from retrieval architecture and evaluation through to deployment and monitoring. I architect agentic AI and data-warehouse-connected chatbots that let organizations query and act on their data through natural language, and I fine-tune transformer models (BERT, Llama) with PyTorch and Hugging Face for document classification, semantic search, and summarization. Eight years inside healthcare — from clinical training in medical imaging and anatomical sciences to daily hands-on work in PACS/DICOM, hospital information systems, and electronic patient records — means the AI I build is shaped around how clinical data and clinicians actually work.
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Experience
Clients: Tab Technology, Gesan S.r.l., and ARTENSYS. Four clinical platforms across three signed engagements, all contracted through December 2026 — LexiCare's RAG layer and Wirgilio integration, the HealthTrace data layer, ReferOn for Cato Maior, and a new API for WeLodge. I own each engagement end to end and independently, from technical analysis and documentation through functional testing and production go-live.
Italian healthcare IT company, 30 years in market and over 100 employees, building digital solutions for hospitals, clinics, and primary care providers. Built LexiCare, a text and voice medical chatbot with STT/TTS and AWS Polly, fine-tuned BERT and Llama for medical report classification, and the HealthTrace forecasting platform over Kafka and Spark.
Operated imaging systems and worked daily inside PACS/DICOM workflows, hospital information systems, and electronic patient records — the clinical data infrastructure now underpinning the AI systems I build. Handled patient intake, scheduling, and reporting pipelines.
Education
Certifications
- AWS Certified Cloud Practitioner 2025
- Machine Learning Specialization (supervised and unsupervised learning) 2024
- Data Scientist: Analytics Career Path — Codecademy 2024
- Flask Course 2024
- Python 3 Course — Codecademy 2023
- SQL Course — Codecademy 2023
- R Course — Codecademy 2023
Languages
- Persian Native
- English Fluent (C1)
- Italian Upper intermediate (B2)
Volunteering
Coordinated a team of volunteers and managed the collection and distribution of donations, assigning tasks to ensure timely delivery to families in need.
Delivered CPR training sessions for community members, improving public knowledge of life-saving techniques.