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Avnish Singh

@avnishsingh1

Applied AI architect turning ambiguous business workflows into reliable production systems from discovery through delivery.

India

Message

What I'm looking for

I’m looking for Applied AI architecture, solutions, or delivery-lead roles where I can turn ambiguous business problems into reliable production systems. I work across document intelligence, RAG, workflow automation, computer vision, voice AI, and private deployment, and value ownership, strong teams, and sustainable working hours.

I lead applied AI architecture and delivery at Feat Systems, turning ambiguous operational problems into reliable production systems across banking, document intelligence, workflow automation, logistics, computer vision, voice AI, and private deployment.

I work across client discovery, solution design, evaluation, architecture, and delivery, with a focus on structured model outputs, human review, deterministic controls, and measurable release criteria. I also guide engineers, staff delivery, and partner with clients and pre-sales teams to move use cases from proof of concept to production.

Previously, I led AI delivery for solar-industry workflows at Wattmonk and worked independently across NLP, computer vision, RAG, and automation for clients in multiple sectors. I’m interested in Applied AI architecture, solutions, delivery leadership, and forward-deployed roles with real ownership and sustainable working practices.

Experience

Work history, roles, and key accomplishments

Current

AI Architect

Current

Feat Systems

Aug 2025 - Present (1 year 1 month)

Lead client discovery and applied AI architecture across BFSI, public-sector, logistics, and commercial workflows. Turn ambiguous requirements into scoped POCs, evaluation criteria, production designs, delivery plans, and release decisions. Guide document intelligence, RAG, workflow automation, computer vision, voice AI, and private deployments. Lead hiring, coaching, staffing, and delivery.

AI Architecture Solution Design Pre Sales Team Leadership RAG Conversational AI PII Masking Logistics Automation

AI Engineer

Wattmonk

Jul 2024 - Aug 2025 (1 year 1 month)

Led AI architecture and delivery for solar-industry workflows spanning OCR, computer vision, NLP, and conversational AI. Designed multi-service workflow systems, integrations, and validation pipelines, and mentored engineers across client delivery.

Data Scientist (Freelancer)

Moravia

Sep 2022 - Jun 2024 (1 year 9 months)

Worked independently on client AI projects across NLP, computer vision, document processing, and evaluation. Built and validated prototypes and workflow automations, translating business requirements into practical AI solutions while working under client confidentiality.