Projects

Every project we build starts with a real problem. We combine rigorous research with agile delivery — from proof-of-concept to production.

Machine Learning Deep Learning Medical
2025

Neural Signal Classifier

Real-time EEG classification system for medical diagnostics using custom CNN architecture. Achieved 97.3% accuracy on benchmark datasets with sub-10ms inference on edge hardware.

NLP Information Retrieval
2025

Semantic Search Engine

Enterprise document search using transformer embeddings and vector databases. Reduces search time by 10× and surfaces semantically relevant results beyond keyword matching.

Quantum AI Optimization
2024

Quantum Optimization Framework

Hybrid quantum-classical algorithm for combinatorial optimization. Demonstrates quantum advantage on logistics routing problems with up to 200 nodes.

Fuzzy Systems Industrial
2024

Adaptive Fuzzy Controller

Intelligent process control for industrial automation. Uncertainty-aware decision making under noisy sensor data with self-tuning membership functions.

Agentic AI NLP Automation
2025

Multi-Agent Business Automation

Orchestrated multi-agent system for end-to-end business process automation. Autonomous agents handle document parsing, decision routing, and stakeholder notifications with minimal human intervention.

Deep Learning Computer Vision
2024

Defect Detection Vision System

High-speed visual inspection system for manufacturing lines using custom YOLOv9 fine-tuning. Detects micro-defects at 120 fps with 99.1% precision.

Recommender Systems NLP
2023

Hybrid Recommendation Engine

Content-aware collaborative filtering with NLP enrichment for e-commerce personalization. Lifted click-through rate by 34% against baseline matrix factorization.

Knowledge Repr. Computational Logic
2023

Ontology-Driven Reasoning Engine

Formal knowledge representation system with OWL ontologies and SPARQL-based reasoning for automated compliance checking in regulatory environments.

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