📊 Data Science Full Stack Solutions

• 📈 Actionable Insights for Data-Driven Decisions

• 🤖 AI & ML Models Built for Real-Time Applications

• 🔗 Full-Stack Development from Data Pipeline to Dashboard

• 🧠 Experts in Python, AI, ML, Deep Learning & Big Data

• 🧪 Custom-Built Models, APIs, and Visual Dashboards

✅ Why Choose Our Data Science Full Stack Services?

🤖 2. Machine Learning & Predictive Analytics

• Custom ML models for classification, regression, clustering, and forecasting

• Tools: Scikit-Learn, TensorFlow, Keras, PyTorch

• Real-time model deployment via FastAPI or Flask

🛠️ Our Data Science Services Include:

• Data collection from APIs, CRMs, web scrapers, or sensors

• ETL (Extract, Transform, Load) process setup using Airflow, Talend, Pandas

• Scalable data storage using SQL, NoSQL, and cloud-based solutions

🧠 3. Deep Learning & NLP

• Neural networks for image recognition, voice processing, sentiment analysis

• Use of LLMs, CNNs, RNNs, Transformers for intelligent applications

• Integration with chatbots and voice bots

🌐 4. API & Backend Integration

• Convert ML models into RESTful APIs using FastAPI or Flask

• Deploy on cloud (AWS Lambda, GCP Cloud Run, Azure Functions)

• Version control, logging, and secure endpoints

📊 5. Data Visualization & Dashboards

• Interactive dashboards using Power BI, Tableau, Plotly, Dash, Grafana

• Business KPIs, trends, and AI-powered insights in real-time

• Custom web dashboards for mobile and desktop access

🧹 1. Data Engineering & ETL Pipelines

⚙️ 6. Infrastructure as Code (IaC)

• Cross-validation, A/B testing, and model performance metrics

• Deployment using Docker, Kubernetes, or serverless architecture

• Automated model retraining and monitoring pipelines

🧩 Industries We Serve with Data Science

• 📦 E-Commerce & Retail: Customer segmentation, demand forecasting

• 🏥 Healthcare: Disease prediction, patient monitoring

• 🏢 Enterprise: HR analytics, fraud detection, process automation

• 📚 Education: Student performance analysis, course recommendation

• 🚚 Logistics: Route optimization, inventory prediction

🧰 Tools & Technologies We Use

• Languages: Python, R, SQL
  Libraries: Scikit-learn, Pandas, NumPy, Matplotlib, TensorFlow, PyTorch, XGBoost
  Big Data: Spark, Hadoop, Kafka
  Databases: MongoDB, PostgreSQL, MySQL, Firebase
  Dashboards: Power BI, Tableau, Dash, Streamlit
  Cloud & MLOps: AWS, Azure, GCP, Docker, Git, Jenkins, MLflow

🏆 Why Choose Code Nest Software Solutions?

• ✅ Experienced Data Scientists & Engineers with real-world projects

• ✅ Full-cycle solution: from raw data to production-ready system

• ✅ Seamless cloud deployment and scalable APIs

• ✅ Custom dashboards tailored for executives and analysts

• ✅ Google & Cloud Certified Team with Industry Expertise

📞 Let’s Build Intelligent Applications Together

From predictive models to interactive dashboards, we help you get the most value from your data.