Berkeley Analytics Consulting · Applied AI
San Francisco · EST. MMXXVI
Berkeley Analytics Consulting

Berkeley
Analytics
Consulting.

Applied AI consulting for teams shipping production LLM, multimodal AI, and vision systems where hardware, latency, or operations matter.

Booking new engagements San Francisco
About

Berkeley Analytics Consulting is Marwan Harajli's consulting practice. Marwan was the founding data scientist for Meta AI on Ray-Ban Meta smart glasses, and is co-founder of KitchenEye and Framewave, both pairing the modern LLM stack with edge hardware.

We help teams move AI from prototype to product. LLMs, multimodal models, and vision systems, often with hardware, latency, or operational constraints.

What we work on
Production LLMs RAG Multimodal AI Computer Vision Agentic systems Fine-tuning Vector retrieval Eval & observability Latency optimization On-device inference Edge ML pipelines Hardware-adjacent ML AI transformation
Typical Engagements

  1. Build & deploy

    Hands-on implementation when you need an AI system shipped, not just advised on. Architecture through production.

  2. Fractional AI / ML lead

    3 to 6 months, embedded with your team.

  3. AI-native transformation

    For legacy teams ready to rebuild operations around AI, not just add tools on top. Strategy through embedded delivery.

  4. Architecture & strategy review

    When an AI prototype works but won't scale to real users.

  5. Technical due diligence

    For venture investors evaluating AI and hardware-AI startups.

  6. 6-week AI strategy roadmap

    For engineering teams stepping into applied AI in production.

Contact

If you're shipping AI into a real product, reach out.

Book a time