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Ajay Satish
SWE @ DPI | CS Grad at UIUC 👨💻
About Me
Driven software engineer with expertise in full-stack development, data science, ML and cloud infrastructure. I specialize in building scalable solutions and optimizing machine learning models to solve real-world problems. With a strong background in handling systems, cloud-based applications and end-to-end deployment pipelines, I am committed to delivering impactful solutions that drive performance and business success.
What I Know?
Data Science and ML
- Developed distributed machine learning models using Python and Keras for high-dimensional datasets, improving processing speed.
- Leveraged Pandas and Dask for large-scale data manipulation and feature engineering, reducing processing time.
- Utilized Matplotlib and Seaborn for creating complex visualizations to present actionable insights from geospatial and time-series data.
Full Stack Development
- Implemented real-time event-driven architecture using Apache Kafka, improving data pipeline resilience and scalability.
- Developed full-stack applications using Next.js and React, optimizing load times and enhancing UI with server-side rendering.
- Enhanced UI/UX using Material UI and CSS3, improving user satisfaction and interface responsiveness.
Databases and Infra
- Designed and deployed scalable microservices using Docker and Kubernetes, reducing deployment time.
- Utilized MongoDB and PostgreSQL for managing large datasets and optimizing data retrieval in high-traffic applications.
- Set up monitoring and alerting systems using Grafana and Prometheus for efficient infrastructure management and quick issue resolution.