3. Data, Science & AI

Extracts structured data from Claude Code conversation JSONL files and generates problem-solution narratives for semantic search indexing.

Enables creation, editing, and data analysis of spreadsheets with formula handling and visualization for XLSX, CSV, and TSV formats.

Creates and documents data models using ERDs, data dictionaries, and conceptual/logical/physical schemas to define data structures and relationships.

Enables building AI agents with Convex Agent component for thread management, tool integration, RAG patterns, and workflow orchestration.

Orchestrates multiple AI agents to work in parallel or sequence for complex problem-solving, managing dependencies and aggregating results.

Provides fully managed RAG for document Q&A with automatic chunking, embeddings, and citations across 100+ file formats.

Builds RAG systems and semantic search using Gemini embeddings with vector search and document clustering capabilities.

Enables building and deploying Streamlit data applications natively in Snowflake, including Snowpark sessions, scaffolding, and Marketplace publishing.

Builds AI applications with OpenAI Agents SDK for text/voice agents, multi-agent workflows, and tool integration, preventing common errors.

Builds and troubleshoots Snowflake applications using Cortex AI (COMPLETE, SUMMARIZE, AI_FILTER) and Native Apps, preventing common errors like JWT failures and throttling.

Builds AI agents on Cloudflare Workers with state persistence, scheduling, and RAG support, resolving common SDK errors.

Enables seamless deployment of LLMs, image generation, and RAG on Cloudflare Workers AI with error handling for common AI challenges.

Integrates Google Gemini API via @google/genai SDK for text generation, multimodal processing (images/video/audio/PDFs), and function calling with error resolution.

Enables building semantic search and RAG applications with Cloudflare Vectorize V2, addressing API errors and performance considerations.

Converts websites into structured, LLM-ready data with advanced scraping capabilities including JavaScript rendering, anti-bot bypass, and PDF/DOCX parsing.

Builds stateful chatbots using OpenAI Assistants API v2 with RAG, vector store management, and error prevention for legacy systems.

Builds conversational AI voice agents using ElevenLabs, featuring RAG knowledge bases, multi-voice, and Scribe STT for React, React Native, and Swift applications.

Designs and builds custom AI agents for Claude Code, emphasizing effective descriptions, tool delegation, and memory management for autonomous task execution.

Enables building stateful AI agents with preserved reasoning, built-in tools, and error prevention using OpenAI Responses API for multi-turn interactions.

Analyzes CSV files to generate statistical summaries and visual plots using pandas for rapid data insights.

Builds production-ready AI agents on Cloudflare Workers using Agents SDK with state management, real-time WebSockets, and tool integration for chat and scheduled tasks.

Collaboratively refines user prompts to enhance AI model responses through iterative dialogue.

Provides personalized, context-aware conversations using user profiles and vectorized note embeddings for memory retention.

Builds a Notion-based system to track tweet engagement metrics for optimizing a simplified reinforcement learning model in social media strategy.