Dushyant Amin
@dushyantamin
I build scalable data pipelines, real-time APIs, and production ML systems.
What I'm looking for
At Infosense Services, I build data platforms and transportation systems that combine scalable ETL pipelines, real-time APIs, and cloud-native microservices.
For the Data Fusion Engine, I architected containerized FastAPI microservices serving 3,000+ concurrent users and Apache Airflow pipelines with 99.9% reliability. I improved API performance 4x by adding Redis caching, reducing peak response times from about four seconds to 0.8–1 second.
On the 511NJ.org Platform, I built secure FastAPI and PostgreSQL APIs for real-time traffic data, using async patterns and Keycloak JWT/RBAC controls.
I've also deployed travel-time forecasting models using LSTM and Transformers, achieved 70% crash-duration prediction accuracy with XGBoost, and cut a processing workflow from 16 hours to 3–4 hours through optimized Trino-SQL. I enjoy turning complex transportation data into reliable, high-performance products.
Experience
Work history, roles, and key accomplishments
Software Engineer – Data Fusion Engine
Infosense Services
Mar 2025 - Present (1 year 6 months)
Architected containerized FastAPI microservices with Pydantic validation and Keycloak RBAC, establishing a modular data platform serving 3,000+ concurrent users. Engineered production-grade Airflow DAGs for ETL pipelines with 99.9% reliability and achieved 4x API performance improvement via Redis caching.
Education
Degrees, certifications, and relevant coursework
Gujarat Technological University
Bachelor of Engineering, Information Technology
2018 - 2022
Grade: 8.59/10
Pursued a Bachelor of Engineering in Information Technology, achieving a CGPA of 8.59/10.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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