Projects

Three AI bots qualify leads in real time using Q0-Q4 framework. API health dashboard, token usage analytics, and OpenAPI docs. Streamlit BI dashboard with market pulse, commission tracking, and bot performance. GoHighLevel CRM integration. Agent cost tracker, RAG decision tracer, LLM observability, and conversation analytics.

Lead, Seller, and Buyer bots with structured Q0-Q4 question flows. Semantic analysis, temperature scoring, and cross-bot handoff with 0.7 confidence threshold.

Async-only LLM orchestrator with retry/backoff, per-request cost tracking, and structured JSON output. Claude + Gemini + OpenAI + Perplexity through one interface. ReAct agent loop, evaluation framework, model registry, agent memory, and multi-agent mesh. Tool registry with provider-format conversion, prompt template engine, token-bucket rate limiting. Pip-installable with CLI.

6 production-ready Model Context Protocol servers: SQLite CRUD, file organizer, TF-IDF knowledge base, system monitor, git analytics, task tracker. Analytics and cost tracking server. Auto-discovery CLI and Streamlit playground. 32 tools total.

Upwork job scanner with 105-point scoring rubric, 4-agent proposal pipeline, prompt injection testing suite (60+ patterns), LinkedIn outreach engine.

Upload CSV/Excel for auto-profiling, interactive dashboards, marketing attribution (4 models), anomaly detection (Z-score/IQR), predictive modeling with SHAP, time-series forecasting, K-means/DBSCAN clustering, feature engineering lab, model observatory (5 models), hyperparameter tuning, statistical testing, KPI framework, dimensionality reduction, advanced anomaly detection, and regression diagnostics.

Upload PDFs/DOCX, ask questions, get cited answers. Hybrid retrieval (BM25 + vectors), cross-encoder re-ranker, query expansion, retrieval evaluation (MRR, NDCG@K), 5 chunking strategies with comparison, citation quality scoring, redundancy detection, RAGAS-style evaluation, conversation manager, document graph, batch processing, JSON/CSV export.

Production-grade DAG orchestrator with topological sort, retry/backoff, graceful degradation, BaseAgent ABC with Pydantic validation, ASCII monitoring dashboard.

YAML-configurable web scrapers, competitor SEO analysis with gap detection, asyncio scheduler with change callbacks, backlink estimation, data validation rules engine, diff visualization, keyword extraction (TF-IDF n-grams), content scoring, data quality profiler, content intelligence, and data pipeline.

8 built-in prompt patterns (CoT, few-shot, RAG, decomposition), TF-IDF evaluation (faithfulness, relevance, completeness), z-test A/B comparison with statistical significance, reproducible benchmark runner, 7 business categories with 35 sample tasks. Prompt evaluator with ROUGE and semantic similarity, prompt versioning, and safety checker.

Copy-pasteable LLM recipes: completion with FastAPI endpoint factory, SSE streaming, function calling with 3 demo tools, TF-IDF RAG pipeline, circuit breaker + retry hardening, per-request cost tracking, P50/P95/P99 latency measurement. Guardrails engine with injection detection, PII redaction, observability, and batch processor.