Research Lab

Autonomous agents, multi-agent systems, LangChain, AutoGPT, and complex problem-solving architectures.

Transformer architectures, fine-tuning, RLHF, prompt engineering, and model optimization.

Detecting AI-generated text through statistical analysis, linguistic patterns, perplexity/burstiness metrics, and ML classifiers.

Object detection, image segmentation, neural radiance fields, and multimodal understanding.

APT groups, ransomware evolution, supply chain attacks, and emerging threat vectors.

NIST PQC standards, lattice-based crypto, hash-based signatures, and quantum-safe protocols.

Penetration testing methodologies, exploit development, red team operations.

ZK-SNARKs, ZK-STARKs, privacy-preserving computation, and blockchain scaling solutions.

AMM mechanisms, MEV extraction, liquidity optimization, and protocol security.

Vulnerability patterns, formal verification, auditing methodologies, and secure development.

Shor's algorithm, Grover's search, VQE, QAOA, and quantum error correction.

Quantum neural networks, variational circuits, quantum advantage in ML applications.

Superconducting qubits, trapped ions, photonics, and topological approaches.

CRISPR-Cas9, base editing, prime editing, and therapeutic applications.

Neural implants, non-invasive BCI, Neuralink, and cognitive enhancement.

AlphaFold, molecular simulation, protein structure prediction, and computational biology.

Cellular rejuvenation, senolytics, epigenetic reprogramming, and aging intervention.

Satellite networks, space computing, and orbital infrastructure commercialization.

Humanoid robots, autonomous systems, industrial automation, and embodied AI.

Mixed reality, spatial computing, metaverse infrastructure, and immersive experiences.