3. Data, Science & AI

Verifies epistemic quality of documents prior to RAG system ingestion, producing Clarity-Gated Documents and validating Source of Truth files.

Builds production-grade LLM applications, advanced RAG systems, and intelligent agents with vector search and multimodal capabilities.

Provides analytics for AI chatbots, tracking conversation metrics, user engagement, token usage, and performance for dashboard integration.

Specializes in detecting and clustering photo events using spatio-temporal analysis, including shareability prediction and event significance scoring.

Administers Supabase databases including schema design, RLS policies, migrations, and performance tuning for secure data management.

Automates AI prompt optimization using learned patterns and embedding-indexed history, triggered by specific prompt engineering requests.

Analyzes DAG execution history to identify successful patterns, detect anti-patterns, and provide optimization recommendations for data workflows.

Manages wave-based parallel execution of DAG tasks, handling order, resource allocation, and parallelism constraints.

Detects mental health crises in user content via NLP, provides safe intervention protocols, and integrates crisis resources for support platforms.

Tracks iterative task progress, monitors quality trends, detects plateauing, and recommends optimal iteration stop points for efficient task completion.

Optimizes photo color palettes using perceptual color science, Earth Mover Distance, and LAB space for harmony and diversity in computational composition.

Builds and manages scalable ETL/ELT pipelines, streaming data processing, and data warehousing solutions with modern tools.

AI-driven photo content recognition, curation, and quality filtering using face/animal recognition, perceptual hashing, and burst photo selection.

Provides AI-driven speech therapy tools for phoneme analysis, articulation, voice disorders, and fluency intervention, supporting clinical speech-language pathology practice.

Transforms wedding photos and video into immersive 3D experiences using AI for face clustering and aesthetic scoring.

Expert in drone computer vision and autonomous navigation, providing SLAM, object detection, sensor fusion, and path planning solutions.

AI-powered infrastructure inspection system using computer vision for wildfire detection, roof assessment, hail damage analysis, and insurance risk modeling.

Assigns calibrated confidence scores to AI agent outputs by analyzing source quality, consistency, and reasoning depth.

Optimizes prompts for LLMs and AI systems to enhance performance, agent capabilities, and system prompt effectiveness in AI feature development.

Identifies key influencers in professional networks using graph analysis techniques such as betweenness centrality and structural holes theory.

Matches natural language task descriptions to skills using semantic similarity, intent extraction, and fuzzy matching for capability alignment.

Profiles DAG execution performance metrics including latency, token usage, cost, and resource consumption to identify bottlenecks and optimization opportunities in data pipelines.

Enables semantic image-text matching using CLIP embeddings for image search, zero-shot classification, and similarity matching.

AI-powered script-to-video pipeline expert specializing in LoRA training for character consistency and motion graphics generation on Apple Silicon platforms.