Mani Must

Jobs 0% verified

Senior Software Engineer

Tech9

Dec 2022 - Current (3 years 7 months)

Designed and delivered backend services using Django and FastAPI to support data-driven and ML-enabled features. Built REST and GraphQL APIs consumed by frontend applications and internal dashboards. Developed NLP-based services using Hugging Face models integrated into Django and FastAPI backends. Implemented data pipelines for model training, batch inference, and analytics using Pandas and cloud storage. Established MLOps workflows with MLflow and Docker to manage model lifecycle and deployments. Deployed and monitored services on AWS and GCP with automated CI/CD pipelines. Led sprint execution, performed design reviews, and mentored engineers across backend and ML tasks.
D

Python & ML Developer

Dealers United

Oct 2020 - Nov 2022 (2 years 2 months)

Built backend services and REST APIs using Django and Flask to support analytics and recommendation features. Integrated machine learning models into backend workflows for prediction and classification use cases. Developed data preprocessing and feature engineering pipelines using Pandas and NumPy. Applied Scikit-learn and XGBoost models for churn analysis and risk scoring scenarios. Automated training and inference workflows using AWS SageMaker and Lambda. Improved API performance and reduced inference latency through caching and query optimization.
D

Backend Developer

Dealers United

Jan 2018 - Sep 2020 (2 years 9 months)

Developed backend APIs using Django and Flask to support core business applications. Designed relational database schemas in PostgreSQL optimized for reporting and time-based queries. Built ETL jobs and scheduled batch processes using Pandas and automated workflows. Implemented authentication, validation, and error-handling patterns for stable API behavior. Wrote unit and integration tests using PyTest to ensure service reliability.

Education 0% verified

About

Detail

Timeline

Résumé