Siddarth G.

AI Engineer | AI Agents & RAG Developer | LLM Automation for Odoo

I build AI agents, RAG systems, and LLM-powered automation, then wire them directly into production ERP systems. Top Rated Plus, 9+ years engineering experience specializing in AI + ERP/CRM, accounting, inventory, and helpdesk workflows. Most AI engineers stop at a notebook demo. Most ERP developers can't build AI systems. I do both. I take an AI use case and ship it inside your actual business system, whether that's ERP, another CRM, or any backend, so it runs in production, not a sandbox. ⚡ WHAT I BUILD 🤖 AI Agents & Multi-Agent Systems: LangChain/LlamaIndex-based agents that take actions, not just answer questions. Lead follow-up, ticket triage, approval routing. 🔍 RAG & Knowledge Systems: vector search (FAISS) over live Odoo/CRM data, so answers come from current records instead of stale docs. 📄 AI Document Intelligence: LLM extraction pipelines that read invoices/PDFs and write structured line items directly into Odoo accounting records. 🔌 LLM Integration: OpenAI, Claude, Gemini, and self-hosted open-source models, with provider switching based on cost, privacy, or task requirements. ⚙️ AI + ERP Workflow Automation: LLM-driven decision logic triggering approvals, notifications, and record updates automatically inside ERP. 📈 PROVEN RESULTS ✅ AI invoice processing pipeline: cut manual AP entry time and reduced line-item errors on high-volume vendor bills in Odoo accounting. ✅ AI support agent for Odoo Helpdesk: reduced first-response time and ticket volume by auto-resolving common queries with order/ticket context. ✅ Multi-agent platform (sales + inventory + support): automated handoffs across Odoo ERP operations, one of the more advanced systems I've built. ✅ AI inventory forecasting: analyzed historical Odoo sales/inventory data to predict demand and recommend reorder points. 🛠️ TECH STACK - AI/LLM: LangChain, LlamaIndex, RAG, AI Agents, Multi-Agent Systems, Vector Databases (FAISS), Embeddings, Prompt Engineering, Fine-Tuning - Providers: OpenAI, Anthropic Claude, Google Gemini, Hugging Face, Open-Source LLMs - Odoo: Development (v10-19), Customization, Migration, API Integration, QWeb, OWL, CRM, POS, Accounting, Helpdesk - Backend: Python, Django, Flask, FastAPI, REST APIs, PostgreSQL, MySQL, MongoDB - Frontend: JavaScript (ES6+) - Cloud/DevOps: AWS, Docker, Kubernetes, CI/CD, Git, MLOps 🎯 HOW I WORK I take end-to-end ownership: scoping the business problem, choosing the right architecture and model/provider for the job, building it, deploying it, and supporting it after handoff. ✅ 9+ years engineering experience, Top Rated Plus on Upwork ✅ Rare combination: deep ERP domain knowledge and applied AI/LLM engineering ✅ Multi-provider LLM experience and open-source model deployment ✅ Clear communication, realistic scoping, no scope-creep surprises 📍 Based in Canada, available for remote work worldwide. Let's talk about what you're trying to automate.