A selection of projects where we turned complex business challenges into production-ready AI systems.
End-to-end consulting and delivery service for custom Transformer model development on HuggingFace. Covers dataset curation, fine-tuning, evaluation, and deployment — applied across NLP, computer vision, and multimodal tasks for enterprise clients.
Personality-driven conversational AI chatbot with multi-turn memory and sentiment-aware responses. Integrated into a consumer social app to power engaging, context-aware dialogue — handling millions of daily messages across iOS and Android.
Deep learning system that generates realistic 3D face mesh animations from a single photo. Maps facial geometry, lighting, and expression controls to produce lifelike avatars for gaming, virtual production, and digital identity applications.
Real-time bidirectional speech pipeline integrating FreeSWITCH telephony with custom Speech-to-Text and Text-to-Speech engines. Enables AI-powered call handling with sub-200ms latency, deployed for large-scale contact center automation.
End-to-end AI phone agent combining ASR, LLM reasoning, and neural TTS to conduct natural outbound calls. Handles appointment scheduling, surveys, and outreach pipelines without human operators — integrated with Twilio and major VoIP providers.
Intelligent voice agent that handles inbound and outbound calls autonomously using real-time speech recognition and neural TTS. Integrates with CRM systems to qualify leads, answer FAQs, and escalate complex queries — reducing call center staffing costs by 60%.
Fine-grained image classification system identifying hundreds of insect species from museum specimen photographs. Built for entomology research institutions to automate digitization of physical collections at scale with 98%+ accuracy.
LiDAR-based 3D point cloud segmentation system that classifies every object in a street scene — vehicles, pedestrians, trees, buildings — by semantic class and color-codes them in real time. Built for autonomous driving perception pipelines.
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