Cole Seek

LLM Prompting | React/Next.js | GPT-4/Claude | Express/NestJS | RAG Systems | FastAPI | LLM Optimization | No-code automation | PyTorch | Expo

1. LLM & Prompt Engineering

Frameworks: LangChain, LlamaIndex, OpenAI API, Anthropic Claude, Mistral, Leonardo.ai, Gemini, ManyChat

Prompting: Chain-of-Thought, Few-Shot, ReAct, Tool-Use, Self-Critique

RAG: Pinecone, Weaviate, pgvector, Chroma, Neo4j

Fine-Tuning: LoRA, QLoRA, GGUF quantization

Evaluation: LLM Judge, ROUGE, BLEU, Custom Metrics

2. Web Integration

Backend: Express, NestJS, FastAPI, AWS Lambda, Supabase, Firebase

Frontend: Next.js (App Router), Vercel AI SDK, React Streaming, Vue.js

APIs: REST, GraphQL, WebSockets (real-time chat)

Auth: JWT, OAuth, NextAuth.js

3. Deployment & Scalability

Infra: Docker, Kubernetes, Serverless (Vercel/AWS)

Performance: Redis caching, Rate Limiting, CDN (Cloudflare)

Security: PII redaction, CSP Headers, Prompt Injection Defense

4. Machine Learning

Classic ML (Scikit-learn, XGBoost for hybrid systems)

NLP Basics (SpaCy, NLTK, Regex)

Computer Vision (OpenCV, TorchVision - for multimodal apps)

5. No-Code Automation (Optional)

Tools: Make.com, Zapier, n8n, Airtable

LLM Triggers: OpenAI API + Slack/Shopify/Telegram/WhatsApp