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Dushyant AminDA
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Dushyant Amin

@dushyantamin

I build scalable data pipelines, real-time APIs, and production ML systems.

India
Message

What I'm looking for

I'm looking to build scalable data platforms, real-time systems, and production ML solutions where I can improve performance, reliability, and outcomes from complex data.

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

IS
Current

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 logoGU

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.

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