01 — Giacomo Mantovani

AI engineer for regulated industries — AI for people who can't afford mistakes.

02Portrait of Giacomo Mantovani
03

Senior AI Engineer at Mokka Studios, CTO of IGEA. Agents, RAG, document and voice AI for banks, clinics and fintech.

041M+tickets a year0581%vs 75% human06−80%AI costs07<1svoice replyStart a project
Sprint Reply — Mokka Studios — IGEA — Estyl — Banking — Healthcare — Fintech —
08 — The Journey

Experience & Education

From academic foundations to enterprise AI solutions — a path built on continuous learning.

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January 2026 - PresentRemote

Senior AI Engineer

Mokka Studios

Leading AI and backend engineering on production products, including owning the AWS backend of a consumer finance and investing platform.

Key Achievements

  • →AI-generated 13-slide financial reports for single stocks with KPI extraction and output verification
  • →AI image generation for news articles with versioned prompts, spend caps and score thresholds
  • →Rewrote the AI pipelines — ~80% lower AI costs
10
January 2026 - July 2026Remote

Tech Lead AI Engineer

Estyl

Took over AI and backend for Estyl's conversational fashion assistant on Google Cloud, with a catalogue of 2M+ products.

11
February 2026 - PresentRemote

CTO & Co-founder

IGEA

Co-founded IGEA and lead all technical development of an AI voice agent that runs clinic reception — bookings, double bookings, changes, reschedules and cancellations, with no triage.

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2022 - 2025Milan, Italy (Remote)

AI Engineer

Sprint Reply Srl

Built generative AI and automation for banking, insurance and financial services clients — coordinating the team and acting as the client's technical contact, on Azure OpenAI in the client's EU cloud.

13
2019 - 2022University of Pisa

Master's Degree

AI & Data Engineering

Specialized in advanced machine learning techniques and large-scale data processing architectures.

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2015 - 2019University of Pisa

Bachelor's Degree

Computer Engineering

Specialized in software engineering fundamentals, algorithms, and computer architecture.

19 — Open source & daily work

Shipping, daily

0Top day · Oct 11, 2026contributions in one day
lessmore
5,947Contributions in the last yearLongest streak (days): 58

Most of it in private repos — client work can't be public.

github.com/Geghi →
20 — Confidential Work

High-Impact Enterprise Solutions

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24 — Tech StackPython, FastAPI, LangChain, LangGraph, LiveKit, OpenAI, Anthropic, Gemini, Azure OpenAI, Azure Document Intelligence, Kafka, Docker, Kubernetes, PostgreSQL, MongoDB, Qdrant, Pinecone, AWS, GCP, Cloudflare
25 — Testimonials

What Clients Say

30 — 01/03
★★★★★ 5/5.0
“Great to work with. Went above and beyond to achieve our goals.”