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Annie Singla

@anniesingla

AI architect who built hAIniel’s enterprise AI governance platform, from initial R&D to cloud deployment and enterprise demonstrations.

India

Message

At hAIniel, I conceived and independently built an AI Decision Control Plane for enterprise AI governance, taking it from initial idea and R&D to a working prototype, cloud deployment, and enterprise demonstrations. I developed its full-stack platform with Next.js, Python/FastAPI, and PostgreSQL, and implemented an AWS proof of concept.

At Visionary Tech Services, I architected multi-agent AI systems for natural-language infrastructure deployment and designed a hallucination detection framework that achieved 93.6% accuracy. At Scientia Infotech and Engineering Solutions, I led enterprise AI work across recruitment, disaster management, finance, healthcare, and platform engineering, including patented resume and job-description parsing systems.

At IIT Roorkee, I developed iRelevancy, iStage, and DisDSS to analyze social media messages for disaster relevance, stage, and response. My work spans AI governance, LLM systems, and applied research, including a PhD in Disaster Mitigation and Management with a specialization in Artificial Intelligence.

Experience

Work history, roles, and key accomplishments

Founder & Chief AI and Technology Officer

hAIniel

Feb 2026 - Oct 2026 (8 months)

Conceived and independently built hAIniel, an AI Decision Control Plane for enterprise AI governance, from idea to working prototype and cloud deployment. Led product strategy, enterprise demonstrations, and fundraising initiatives.

AI Architecture LLM Integrations Next.js Python fastAPI PostgreSQL AWS Docker Observability Product Strategy Business Development

Senior Technical Lead – AI & Innovation

Visionary Tech Services

Sep 2025 - Feb 2026 (5 months)

Architected production-ready multi-agent AI systems for natural language-driven infrastructure deployment with multi-cloud support. Designed hybrid LLM hallucination detection framework achieving 40%+ reduction in false positives and 93.6% accuracy.

Multi Agent Systems Azure AWS LLM Hallucination Detection NLI Chain Of Thought Cross functional Leadership Observability Experimentation

Head – AI Solutions & Innovation

Scientia Infotech and Engineering Solutions

Oct 2019 - Sep 2025 (5 years 11 months)

Led design and development of enterprise AI systems across recruitment tech, disaster management, finance, healthcare, and platform engineering. Architected patented AI systems including resume parsing, JD parsing, and intelligent JD-CV matching platforms.

NLP Computer Vision LLM AI Agents MLOps AWS Team Leadership R&D Patent Drafting Lang Chain LangGraph

Research Fellow

Indian Institute of Technology Roorkee

Dec 2016 - Sep 2022 (5 years 9 months)

Determined challenges and enablers in the use of social media for disaster management. Developed iRelevancy, iStage, and DisDSS frameworks for disaster-relevant message identification, stage classification, and decision support.

Deep Learning CNN Bi LSTM NLP Social media sourcing Disaster Management Python Research

Assistant Professor

Jaypee University of Information Technology

Mar 2015 - Dec 2016 (1 year 9 months)

Taught fundamental algorithms, database systems, data structures, and related labs to computer science, IT, and bioinformatics engineering students. Supervised final-year research projects and monitored syllabus and teaching load.

Teaching Algorithms DataBase Systems Data Structures C Programming Computer Graphics Student supervision