You will get a professional Edge AI microservice for your Raspberry Pi IoT project

Name: You will get a professional Edge AI microservice for your Raspberry Pi IoT project
Availability: InStock

Meer M. Meer M.

4.8

Top Rated

Meer M. Meer M.

4.8

Top Rated

Project details

Unlock the power of on-device intelligence with a custom Edge AI microservice for your Raspberry Pi or IoT device. I specialize in building lightweight, high-performance IoT Machine Learning solutions that run directly on your hardware, ensuring data privacy and real-time inference without cloud dependency.
This project is perfect for smart cameras, predictive maintenance sensors, or any IoT application demanding local AI. Using a powerful tech stack including Flask, TFLite, and ONNX, I create a robust API around your model. For full-fledged IoT systems, I integrate MQTT for seamless device communication and can build a progressive web app (PWA) dashboard for monitoring.
Whether you have a pre-trained model ready for deployment or need a complete end-to-end Edge AI system, I deliver a professional, optimized solution. Let's transform your Raspberry Pi into a powerful, smart IoT ML device. Contact me to discuss your project

AI Development Type

Deep Learning, Model Tuning

AI Tools

Amazon SageMaker, Azure Machine Learning, deeplearn.js, Keras, MATLAB, MLflow, NVIDIA AI Platform, OpenCV, PyTorch, TensorFlow

AI Development Language

Python

What's included

Service Tiers	Starter $250	Standard $600	Advanced $1,200
Delivery Time	5 days	12 days	20 days
Number of Revisions	1	2	3
AI Model Integration	-
Detailed Code Comments	-	-
Knowledge Graph	-	-	-
Model Documentation	-	-
Ontology	-	-	-
Source Code	-
Taxonomy	-	-	-

4.8

66 reviews

89% Complete

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5% Complete

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30 minute consultation Meer is a truly outstanding professional. He provided me with a far more detailed and comprehensive work plan than I initially expected. The level of effort and depth he delivered exceeded my expectations. Every single one of my questions was answered clearly and professionally. Highly recommended.

AI COCOA SOLUTIONS Exceptional work, clear communication, and outstanding results, highly recommend and looking forward to collaborating further

Text analysis in 4 colab notebooks

AI Business Incubator SAAS Working with Meer on our AI Business Incubator SAAS was an absolute pleasure! He delivered exceptional work from start to finish, demonstrating strong technical skills and excellent communication throughout the project. The end result exceeded our expectations, and I wouldn't hesitate to work with him again. Highly recommended for anyone looking for a reliable and talented developer!

LLM product developer with experience in RAG Moazzam was instrumental in the success of our BRAIN project, an advanced virtual analyst powered by AI. He showed deep technical expertise across both backend and frontend development, as well as a strong understanding of machine learning and intelligent agent workflows.

His code was clean, well-structured, and thoughtfully designed. Moazzam consistently contributed beyond expectations — proposing smart architectural decisions, solving complex problems independently, and always delivering on time. His attitude was professional, solution-oriented, and collaborative at all times.

A true asset to any AI or data-intensive development project. We’d gladly work with him again.

About Meer

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Full Stack AI Engineer | LLM, GenAI, Agentic AI & ML Expert

100% Job Success

4.8 (66 reviews)

Lahore, Pakistan - 5:44 am local time

With 5+ years of hands on experience, I design, build, and deploy end to end AI solutions from cutting edge Generative AI and LLM applications to advanced Computer Vision systems and full stack production platforms. I have successfully delivered 50+ AI projects, translating complex technology into measurable business outcomes.

GENERATIVE AI & LLMs

I build intelligent systems powered by GPT 4o, Claude, Gemini, LLaMA, Mistral, Cohere, IBM Watsonx, and Amazon Bedrock. My expertise covers:

• Custom LLM application development: chatbots, AI assistants, code synthesis, content generation

• RAG Pipelines: LangChain, LlamaIndex, Langfuse, ChromaDB, FAISS, Milvus, Weaviate, Pinecone

• Agentic AI & Multi Agent Systems: AutoGen, CrewAI, LangGraph for autonomous task orchestration

• Prompt Engineering & Fine Tuning: optimized prompts for structured output, task completion, and domain-specific performance

• AI Automation & Workflow Integration: n8n, Make (Integromat), Zapier, UiPath for end to end business automation

MACHINE LEARNING & DEEP LEARNING

I architect and deliver full ML lifecycle solutions with a focus on performance and scalability:

• Neural Networks: CNNs, RNNs, LSTMs, and Transformers (BERT, GPT, T5)

• Frameworks: TensorFlow, PyTorch, Keras, JAX, Scikit learn, XGBoost, LightGBM

• Model Optimization: transfer learning, data augmentation, hyperparameter tuning (Optuna, Katib)

• MLOps & Deployment: Docker, Kubernetes, Jenkins, GitLab CI/CD, MLflow, Weights & Biases, DVC, Prometheus, Grafana

COMPUTER VISION

I deliver high performance, realtime vision systems for demanding applications:

• Object detection & tracking: YOLOv8, OpenCV, MediaPipe

• Facial recognition & analysis: DeepFace, Dlib, MTCNN

• Action recognition: 3D CNNs, LSTMs

• Advanced preprocessing: Albumentations, imgaug

PREDICTIVE ANALYTICS & DATA VISUALIZATION

• Time Series Forecasting: ARIMA, Prophet, LSTM models for demand and sales prediction

• Dashboards: Power BI, Tableau, Plotly Dash interactive KPI and trend surfaces

• Statistical Analysis: A/B testing, regression modeling, hypothesis testing

FULL STACK AI DEVELOPMENT

I build complete, production ready platforms with AI at their core:

• Backend: FastAPI, Flask, Django, Node.js, Express.js secure RESTful APIs and AI inference endpoints

• Frontend: React.js, Next.js, Vue.js, Tailwind CSS, responsive dashboards, chat UIs, and AI tools

• Databases: PostgreSQL, MongoDB, Firebase, Redis

• Cloud & DevOps: AWS, GCP, Azure, Docker, GitHub Actions, Kubernetes, serverless: 99.9%+ uptime

KEY TECHNOLOGIES AT A GLANCE

Python · FastAPI · Flask · Django · Node.js · TypeScript

PyTorch · TensorFlow · Keras · JAX · XGBoost · LightGBM

OpenAI API · Anthropic Claude · Google Gemini · Meta LLaMA · Mistral · Amazon Bedrock · IBM Watsonx

LangChain · LlamaIndex · LangGraph · CrewAI · AutoGen · Langfuse

ChromaDB · FAISS · Milvus · Weaviate · Pinecone · Elasticsearch

OpenCV · YOLOv8 · MediaPipe · DeepFace · Dlib · Albumentations

n8n · Make · Zapier · UiPath · Automation Anywhere

AWS · GCP · Azure · Docker · Kubernetes · GitHub Actions · GitLab CI/CD

Whether you need an LLM powered product, an agentic AI workflow, a real time computer vision system, or a scalable full-stack AI platform. I deliver high impact, production ready solutions end to end.

Let's connect and build something remarkable.

Steps for completing your project

After purchasing the project, send requirements so Meer can start the project.

Delivery time starts when Meer receives requirements from you.

Meer works on your project following the steps below.

Revisions may occur after the delivery date.

Discovery & Setup

We'll confirm project requirements, check model compatibility, and set up the development environment for your specific hardware.

Microservice Development

I will build the core Flask API to wrap your TFLite/ONNX model, creating optimized endpoints for running inference efficiently on the Pi.

Review the work, release payment, and leave feedback to Meer.

Select service tier

Starter$250

Standard$600

Advanced$1,200

TFLite Model Deployment

I will deploy your pre-trained TFLite/ONNX model onto a Raspberry Pi.

Delivery Time 5 days
Number of Revisions 1

5 days delivery — Jul 11, 2026

Revisions may occur after this date.

Upwork Payment Protection

Fund the project upfront. Meer gets paid once you are satisfied with the work.