AI & NLP Systems Researcher
Founder & CTO at Accukhoj Technologies. Building the world's first Learning-Constrained Model Architecture - AI systems where trust is not optional, it is architectural.
01 / About
I am a B.Tech (Computer Science & Engineering) student at Manipal University Jaipur and the Founder & Chief Technology Officer of Accukhoj Technologies Private Limited, an Indian AI company focused on trustworthy, logic-constrained intelligence.
My work centres on building AI architectures where explainability is foundational rather than supplementary. At Accukhoj, I lead the development of MyLCMA (Learning-Constrained Model Architecture) - a framework engineered to eliminate hallucinations, ensure verifiable reasoning, and set a new benchmark for safe, accountable AI systems.
Beyond AI architecture, my research interests span transformer internals, tokenization systems, entropy engineering, NLP dataset curation, and high-performance computing.
02 / Skills
Core competencies across languages, AI research domains, systems engineering, and development tooling.
03 / Projects
Research systems and tools built from the ground up.
The flagship product of Accukhoj Technologies. A logic-constrained AI system for software development with verifiable reasoning, minimal hallucination, and high first-pass accuracy.LCMA is being actively developed and deployed at Accukhoj Technologies, where I lead architecture and system design.
A custom random number generator that harvests non-deterministic entropy from OS Thread Scheduler timing. Multi-threaded concurrency with bitwise mixing in Java.
Developed Vointhez, a rule-based text-to-speech (TTS) system exploring algorithmic approaches to speech generation. Designed character-pattern segmentation and pronunciation rule libraries to convert text into phonetic units
04 / Experience
Academic and professional milestones.
05 / Resume
Full academic background, technical skills, projects, and professional experience.
For a comprehensive overview of my work, project repositories, and detailed experience, please refer to my resume.
06 / Contact
Have a research question, collaboration proposal, or an idea worth pursuing? I am always open to meaningful conversations.