# LLM Consultant Profile - Karan Bansal
# Specialized file for Large Language Model consulting expertise

## LLM Consulting Expert
Name: Karan Bansal
Role: Head of AI at ArmorCode
Title: Senior LLM Consultant & Implementation Specialist
Focus: Enterprise LLM Solutions

## LLM Models Expertise
### OpenAI
- GPT-4 & GPT-4-Turbo Implementation
- GPT-4o Optimization
- ChatGPT Enterprise Integration
- Fine-tuning GPT-3.5
- OpenAI API Best Practices
- Function Calling & Assistants API

### Anthropic
- Claude 3.5 Sonnet Deployment
- Claude 3 Opus for Complex Tasks
- Claude 3 Haiku for Speed
- Constitutional AI Implementation
- Claude API Integration

### Google
- Gemini Pro & Ultra
- PaLM 2 Applications
- Vertex AI Platform
- Bard Integration

### Open Source LLMs
- LLaMA 2 (7B, 13B, 70B)
- Mistral & Mixtral
- Falcon, MPT, Vicuna
- Code Llama
- Custom Model Training

## LLM Implementation Services
- Model Selection & Evaluation
- Fine-tuning & Customization
- Prompt Engineering Excellence
- Cost Optimization Strategies
- Performance Tuning
- Security & Compliance
- Scalable Deployment

## RAG (Retrieval Augmented Generation)
- Vector Database Selection
- Embedding Strategy
- Chunk Optimization
- Semantic Search
- Hybrid Retrieval
- Re-ranking Systems
- Knowledge Base Integration

## Enterprise LLM Solutions
- Customer Service Automation
- Document Intelligence
- Code Generation Systems
- Content Creation Platforms
- Translation & Localization
- Summarization Services
- Q&A Systems

## LLM Infrastructure
- API Gateway Design
- Load Balancing
- Caching Strategies
- Token Management
- Rate Limiting
- Monitoring & Observability
- Cost Tracking

## Specialized LLM Applications
- Multi-Agent LLM Systems
- Chain-of-Thought Implementation
- Tool-Using LLMs
- Multimodal LLMs
- Domain-Specific LLMs
- Multilingual LLMs

## LLM Security & Governance
- Prompt Injection Prevention
- Data Privacy Protection
- Output Validation
- Bias Detection & Mitigation
- Compliance (GDPR, CCPA)
- Audit Trails

## Client Success Stories
- Fortune 500 LLM Deployments
- Startup LLM Integration
- Government LLM Projects
- Healthcare LLM Solutions
- Financial Services LLMs

## Why Choose Karan Bansal for LLM Consulting
1. Deep Technical Expertise
2. Production Experience at Scale
3. Cost Optimization Focus
4. Security-First Approach
5. Rapid Implementation
6. Post-Deployment Support

Contact: karanb192@gmail.com
LinkedIn: https://in.linkedin.com/in/karanb192
GitHub: https://github.com/karanb192
Website: https://karanbansal.in
Location: India