AI ENGINEER
Service Description
AI Engineer - Custom Multi-Agent Systems, Computer Vision & RAG Solutions
Service Description
I am a professional AI Engineer specializing in building end-to-end intelligent systems that solve real-world problems. My expertise lies in developing scalable AI architectures, from high-level agentic workflows to edge-optimized computer vision.
What I offer:
Agentic AI: Designing hierarchical multi-agent systems using LangChain and LangGraph for complex task orchestration.
Computer Vision: Real-time object detection (YOLOv8/v11), intrusion detection, and tracking systems optimized for Edge devices like Raspberry Pi.
Multimodal RAG: Building intelligent chatbots that process and reason through both text and image data using vector databases.
Custom ML Pipelines: Full lifecycle development from data collection and cleaning to model deployment on Hugging Face.
Technology Used
Machine Learning (ML): Supervised Learning (Regression & Classification), Unsupervised Learning, Recommenders, and Reinforcement Learning.
Deep Learning: Advanced Learning Algorithms, Fine-tuning, and Hyperparameter Tuning on GPU environments.
Data Engineering for ML: Data Cleaning, Preprocessing, Feature Engineering, and building end-to-end ML Pipelines.
ML Tools: Scikit-learn, NumPy, Pandas (for data processing), and Matplotlib/Seaborn (for data analysis).
Computer Vision: OpenCV, YOLO,CNN,
Languages & Backend: Python, FastAPI, Flask, Streamlit.
Databases: Pinecone, FAISS, ChromaDB, PostgreSQL,MONGODB. Deployment & Tools: Hugging Face, Raspberry Pi, Kaggle (P100 GPU), N8N.
Frequently Asked Questions
Can you deploy AI models on low-power devices?
Yes, I specialize in optimizing models for Edge AI, specifically running real-time detection on Raspberry Pi with low latency.
What is a Multi-Agent system?
It is an advanced AI architecture where a "Super-Agent" coordinates specialized "Sub-Agents" to handle complex tasks modularly, ensuring higher accuracy and better workflow management.
Do you provide API integration?
Absolutely. I build robust FastAPIs to integrate AI models seamlessly into your existing web or mobile applications.
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