Jnan Yalla
Founder and CTO - IQ Leap | Visiting Research Scientist - IBM | PMRF | IBM Qiskit Advocate | Quantum Machine Learning & Algorithm Researcher | Q/SaaS and Agentic AI Architect | AIML & Quantum Computing Trainer and Mentor
- Role
- Visiting Research Scientist at IBM
- Location
- Hyderabad, TG, IN
- LinkedIn followers
- 500 followers
About Jnan Yalla
An experienced AI & Quantum Computing researcher and Trainer with hands-on experience in building scalable SaaS products, leading AI innovation, and developing novel quantum algorithms for real-world applications.Research & Innovation Focus- My research lies at the intersection of Quantum Machine Learning (QML), Quantum Optimization, and Hybrid Quantum-Classical Algorithms for the NISQ era- I have developed and published novel quantum algorithms addressing domains such as energy optimization, financial portfolio optimization, facility allocation, fraud detection, quantum transformers, and quantum memory stability - merging theoretical constructs with deployable AI architectures- Current work includes projects on Thermally Resilient Quantum Memory, Quantum Generative Transformers, QKD for secure satellite communications, and Selective Quantum Error Correction Circuits.Technology & Product Expertise- Architect of a next-generation AI-powered LMS using Agentic AI, enabling adaptive learning paths, document & Q&A bots, and automated quiz generation through LLMs and Phidata- Developer of domain-specific AI Agents for healthcare, finance, legal, and EdTech industries, seamlessly deployed as SaaS platforms using FastAPI, React, Gemini API, PostgreSQL, and Firebase- Skilled in deploying GenAI models (LoRA, SFT, RLHF) for personalized learning and enterprise automation- Experienced in full DevOps and Cloud orchestration from containerization (Docker, Kubernetes) and CI/CD (GitLab, Jenkins) to deployment on AWS, Azure, Railway, Render, Vercel, and Supabase.Leadership & Mentorship:As a mentor and trainer in AI/ML, Data Science, and Quantum Computing, I’ve guided students and professionals in understanding, implementing, and deploying modern AI systems.I’ve also represented at national and international workshops on Quantum Technologies, Generative AI, and Agentic AI, contributing to the global dialogue on the future of intelligent systems.My vision is to bridge the gap between theory and application bringing quantum intelligence and artificial intelligence together to redefine how learning, automation, and intelligent SaaS evolve.
Experience
Visiting Research Scientist
Aug 2025 — Present · San Jose, CA, US
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