AI Model Development & Fine-Tuning for Your Unique Workflows

Struggling with generic AI tools that don’t fit your data, industry, or security needs? I build tailored AI solutions from the ground up — fine-tuning open-source models or crafting custom systems that solve your specific business challenges with surgical precision. ⚡

✨ What I Deliver
1. Custom Model Architecture:
→ Design bespoke models for niche tasks (e.g., medical document parsing, supply chain forecasting).

2. LLM Fine-Tuning & Forking:
✅ Open-Source Masters: Llama 3, Mistral, Mixtral, BERT, Phi-3
✅ Specialized Tasks: Legal contract review, financial fraud detection, technical support automation.

3. RAG (Retrieval-Augmented Generation) Systems:
→ Connect your databases/knowledge base for fact-grounded, hallucination-free AI responses.

4. Domain-Specific AI:
→ Train models on your proprietary data for unmatched accuracy in your industry.

5. End-to-End Deployment:
→ Cloud (AWS/GCP/Azure), on-premise, or edge devices.

✨ Key Use Cases
✅ Document Intelligence: Auto-process PDFs/scans (invoices, forms, reports).

✅ Predictive Analytics: Forecast sales, churn, or maintenance needs.

✅ Conversational AI: Industry-specific chatbots (healthcare, finance, logistics).

✅ Computer Vision: Quality control, defect detection, or OCR enhancements.

✅ Anomaly Detection: Spot fraud, network threats, or operational risks.

✨ My Tech Stack
→ Frameworks: PyTorch, TensorFlow, Hugging Face Transformers
→ Cloud ML: SageMaker, Vertex AI, Azure ML
→ LLM Tools: LangChain, LlamaIndex, Ollama
→ Deployment: Docker, Kubernetes, ONNX Runtime

✨ Why Choose Me?
✅ No "One-Size-Fits-All": Solutions designed for your data complexity & compliance (HIPAA/GDPR).
✅ Cost Efficiency: Leverage open-source LLMs (avoid OpenAI/Gemini API fees).
✅ Full Ownership: Keep IP, data, and models under your control.
✅ Vertical Expertise: Healthcare, finance, e-commerce, manufacturing.
✅ Explainability: Interpretable models + performance reports.

Ready to move beyond generic AI? Send me your use case (e.g., "Fine-tune Llama for healthcare reports" or "Build RAG for internal docs") — Let’s engineer intelligence!