Ankit Dass

As a Computer Vision Engineer, I approach complex challenges with a highly logical and meticulous mindset, driven by a deep commitment to mastery and accountability. My pragmatic approach ensures that I diligently develop robust and precise solutions, consistently striving for excellence in every detail.

Experience

I

Computer Vision Engineer; reclassified as Principal/Consulting Software Engineer

IDVerse · Feb 2025 – Aug 2026

Not yet confirmed

• Designed document-understanding pipelines across 10+ document types using OCR, layout/geometry signals, VLM/LLM inference, candidate resolution, schema-constrained outputs, and API integration.
• Prototyped CPU/browser OCR-KIE for a limited document subset, reaching roughly 5-second inference in a 40 MB Brotli-compressed WebAssembly bundle with experimental 60-70% accuracy and documented coverage limits.
• Fine-tuned a VLM for inference and an LLM for structured, domain-specific output over OCR covering 10+ languages; used LORA/QLORA, llama.cpp, schema constraints, and failure analysis.
• Built concurrency-aware FastAPI and Docker services using less than 3 GB RAM on CPU, with sub-minute inference and sub-30-second results in some cases; GPU inference approached 10 seconds.

Computer Vision Engineer

IDVerse, part of LexisNexis® Risk Solutions · Feb 2025 – Aug 2026

Not yet confirmed

Quantum Machine Learning Intern

CybraneX · Oct 2023 – Mar 2024

Not yet confirmed

• Prototyped Julia research code for quantum-optimization applications and co-authored a forthcoming 31-page chapter covering quantum annealing, QAOA, VQE, and Grover's search.
• Contributed to TrOCR experimentation and an Azure-based ML pipeline; separately integrated Stripe into a Django application.

What drives their work

The Architect

You design and optimize the foundational structures that ensure systems perform reliably.

Ankit's superpower

You excel at architecting and optimizing complex AI pipelines for high performance and bulletproof reliability, even in constrained environments.

How Ankit works

You are best suited for roles in fast-paced, ambitious teams that require deep technical expertise in designing, building, and optimizing AI/ML systems for production.