Computer Vision & Multimodal LLM Intern (Engineering Drawing Analysis Agent)
doAZgurgaon, haryana, in6 days ago
Job descriptionDrawing Change Analysis (CV) : assist in rasterization, layer parsing, vector geometry ops; train / evaluate detectors (YOLOv8 / RT-DETR / SAM); implement geometry-aware post-processing (IoU / topology / snapping). Document & Layout Understanding : combine OCR (PaddleOCR / Tesseract) with layout models (DocFormer / LayoutLMv3 / Donut); normalize to structured JSON; 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; write READMEs; contribute datasets, labeling guides, and simple A / B or ablation tests. BS / MS student or recent graduate in CS / EE / CE / Geoinformatics / Civil (or similar). Solid Python (3.x); foundations in DS / algorithms, linear algebra, probability. Coursework / projects in CV and / or document AI (detection, segmentation, OCR, layout). Familiar with PyTorch or TensorFlow; Git, Linux, Jupyter. Clear written English; high learning velocity and ownership. Hands-on with YOLO / RT-DETR / Detectron2 / SAM; PaddleOCR / Tesseract; LayoutLMv3 / Donut. Exposure to VLMs (Gemma-VL, Qwen-VL, LLaVA), CLIP, rerankers. Experience with engineering drawings / CAD / PDF toolchains. Basic FastAPI, Docker, ONNX / TensorRT / Triton. Frontend (TypeScript / React) for quick review UIs. 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). 48-hour mini task : simple drawing diff or OCR / layout extraction + short README (clarity > Tech chat (45–60 min) : approach, trade-offs, evaluation. Founder chat on culture & goals. Offer. Résumé / CV (highlight courses / projects; metrics if available). GitHub or demo links (CV / doc-AI / RAG preferred). Availability (start date, weekly hours). (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? Join Doaz and build with us.
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. We’re expanding our GeoAI programs (incl. joint work with POSCO E&C) and launching drawing-change detection services that compare plan versions, detect deltas, and explain design impacts.
Why You’ll Love Working Here
- Ship real things : Your models and tools can reach production pilots in weeks.
- Mentorship, not bureaucracy : Learn directly from senior CV / LLM engineers and domain SMEs.
- Global crew : 30 teammates across KR 🇰🇷 / PK 🇵🇰 / IN 🇮🇳; English-first collaboration.
- Tech playground : YOLO / RT-DETR, Gemma-VL / Qwen-VL / LLaVA, PaddleOCR, LayoutLMv3, Triton—hands-on.
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)
Minimum Qualifications
Nice to Have
Internship Details & Benefits
Hiring Process (fast)
polish).
How to Apply
Email doaz@doaz.ai
with subject [CV / LLM Intern – Your Name] and include :
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Computer Vision Intern • gurgaon, haryana, in
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