I'm an AI/ML Engineer with 3+ years of experience building production-grade LLM systems, Agentic RAG pipelines, and cloud-native ML platforms across AWS, GCP, and Azure.
- 🔭 Currently building Agentic AI products at VisionLeap AI
- 🧠 Specializing in LangChain · LangGraph · RAG · LLMOps · MLOps
- ☁️ Deploying ML at scale on AWS Bedrock · Vertex AI · GKE · Kubernetes
- 📍 Based in Toronto, ON, Canada
- 💼 Open to Senior AI/ML Engineer roles
LLM & GenAI
Vector Databases & RAG
MLOps & Cloud
| Project | Description | Stack |
|---|---|---|
| 🤖 Agentic GenAI Platform | Multi-agent RAG platform with LangGraph + ChromaDB. ↓40% onboarding, <200ms P95 latency | LangChain · LangGraph · ChromaDB · LangSmith · AWS |
| 🧠 RAG Document Intelligence | Production RAG pipeline with hybrid search. ~91% retrieval accuracy | Python · Pinecone · OpenAI · FastAPI |
| 📊 ML Fraud Detection | Real-time fraud detection at 95% accuracy using XGBoost + PySpark on GCP | PySpark · XGBoost · GCP · BigQuery |
| 🔍 NLP Classification Engine | Multi-label NLP classifier with 89% F1-score using LoRA fine-tuning | PyTorch · HuggingFace · LoRA · spaCy |
| ☁️ MLOps Self-Service Platform | GitOps-driven ML platform with Airflow, MLflow, Kubernetes & Terraform | Vertex AI · GKE · Airflow · MLflow · Terraform |
- 🟢 Generative AI — NVIDIA (Feb 2025)
- 🟠 Generative AI — Amazon Web Services (Nov 2024)
- 🔵 Generative AI — Google (Aug 2023)
- 🟠 Machine Learning Foundation — AWS (Nov 2024)
- 🔴 Machine Learning — Stanford University (Feb 2022)
- 🔴 Cybersecurity — ISC2 (Jul 2023)
Open to Senior AI/ML Engineering roles · Let's build something great together.
rutviktrivedi123@gmail.com