Finance Agent

1 week ago


India doAZ Full time € 50,000

Computer Vision & Multimodal LLM Intern (Drawing Change Analysis Agent)About Doaz Doaz turns fragmented industrial knowledge into instant, actionable insight. We build LLM- and Vision-AI solutions for construction, heavy industry, and finance—helping teams convert drawings, specs, and regulations into real-time decisions. joint work with POSCO E&C) and launching drawing-change detection services that compare plan versions, detect deltas, and explain design impacts. Ship real things : Learn directly from senior CV/LLM engineers and domain SMEs. English-first collaboration. Role Overview As a CV & Multimodal LLM Intern , you’ll support the end-to-end development of a version-aware drawing-diff engine (PDF/DWG raster & vector), symbol/text extraction, and change-impact narratives powered by RAG/LLM. You’ll prototype, evaluate, and iterate with fast feedback from real engineering users. What You’ll Do (Intern Scope) Drawing Change Analysis (CV) : assist in rasterization, layer parsing, vector geometry ops; help with version-aware entity tracking (gridlines, BH IDs, coordinates). GeoAI & LLM/RAG : set up retrieval (BM25 + vector with reranking); ground LLM answers with citations and clickable evidence; draft change-impact summaries with rule prompts + LLM verification. Productization Basics : package prototypes as FastAPI services or notebooks; BS/MS student or recent graduate in CS/EE/CE/Geoinformatics/Civil (or similar). Solid Python (3.foundations in DS/algorithms, linear algebra, probability. Coursework/projects in CV and/or document AI (detection, segmentation, OCR, layout). Git, Linux, Jupyter. Clear written English; Experience with engineering drawings/CAD/PDF toolchains. Basic FastAPI, Docker, ONNX/TensorRT/Triton. Frontend (TypeScript/React) for quick review UIs. Internship Details & Benefits Type/Duration : Paid internship — 4 months (full-time preferred). Compensation (India) : Stipend prorated from 6 LPA (INR 600,000 annualized ), paid monthly (≈ INR 50,000/month during the internship). For candidates outside India, compensation will be benchmarked to local market equivalents . Conversion : High performers will receive a full-time offer upon successful completion of the 4-month internship. Perks : Mentorship, cloud/GPU credits, real production impact. Intro call (15–20 min). #polish). # Tech chat (45–60 min): approach, trade-offs, evaluation. # Founder chat on culture & goals. # with subject (CV/LLM Intern – Your Name) and include: ~ Résumé/CV (highlight courses/projects; Optional) A one-page diagram of your “Drawing Revision → Detection → Evidence → LLM Narrative” pipeline. ~ Ready to learn fast and turn messy drawings into trusted intelligence?


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