Profile Details

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Hire Darshan K.

India

USD 11 /hr

Quantum Research Head | Research Consultant | QKD QML & Advanced Cryptography Consultant

Profile Summary

I’m a Quantum Computing Researcher and Machine Learning Specialist with a background in Computer Science and over 4 years of experience across software engineering, deep-tech startups, and interdisciplinary research. As the Founder & CEO of Aion-IA, I lead R&D initiatives focused on quantum machine learning (QML) for biomaterial discovery, synthetic intelligence, and secure computation. I also serve as the CTO and Co-Founder of Apeiria Enterprise Pvt Ltd, a tech-driven media and product development firm. Research Expertise: • Quantum Cryptography – Currently developing a novel Multi-Channel Entanglement Authentication (MCEA) framework to enable secure, session-based communication using centralized entanglement. • Quantum Key Distribution (QKD) – Authored and implemented protocols inspired by BB84 and E91, exploring hybrid classical-quantum security models. • Quantum Machine Learning (QML) – Applying QML techniques to optimize tissue engineering, with ongoing exploration in VQE, QAOA, QGANs, and quantum kernel methods. • Multi-Qubit Systems and Quantum Circuit Design – Practical experience with building and simulating quantum circuits using Qiskit, Cirq, and Microsoft Q#. • Computational Modelling – Designing hybrid pipelines for scientific simulations and quantum-enhanced discovery. Technical Skills: • Programming Languages: Python, Java, Q#, C++ • Libraries & Tools: Qiskit, Cirq, PennyLane, TensorFlow, Scikit-learn, Azure Quantum, Git, Docker, LaTeX, Jupyter Other Capabilities: • Technical and scientific writing • Research documentation, literature review, and whitepaper preparation • Collaborative development for early-stage deep tech ventures I am actively publishing research in quantum cryptography and QML, and preparing for a PhD in Quantum Computing in the United States.

Subject Matter Expertise

• ★ Quantum Computing
• ★ Cryptography
• ★ Entrepreneurship
• ☆ Computer Science
• ☆ Supercomputing
• ☆ Software Engineering
• ☆ Blockchain Technology
• ☆ Information Technology
• ☆ Online Privacy
• ☆ Internet of Things
• ☆ Software Architecture
• ☆ Energy Security
• ☆ Quantum Mechanics
• ☆ Computational Physics
• ☆ Information Systems
• ☆ Information Security
• ☆ Cybersecurity
• ☆ String Theory
• ☆ Business Operations
• ☆ Business Strategy
• ☆ Public-Private Partnership
• ☆ Small Business
• ☆ Business Intelligence

Services

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing, Copywriting, Creative Writing

Research Market Research, Feasibility Study, Technology Scouting, Fact Checking

Consulting Business Strategy Consulting, Digital Strategy Consulting

Data & AI Predictive Modeling, Image Processing, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization

Product Development Formulation, Recipe Development, Product Evaluation, Material Sourcing, Manufacturing

Work Experience

Founder and Research Head

Aion-IA

April 2024 - Present

Education

Bachelor's in Computer Science Engineering

Dayanand Sagar Academy Of Technology and Management

August 2016 - July 2020

Certifications

• AWS Certified Solutions Architect - Associate

  Amazon

  January 2025 - Present