Mahathi Siddavatam
Application Developer at BIMCON INC (contracted to Ford Motors)
- Role
- Software Developer at Bimcon Inc
- Location
- Portland, ME, US
- LinkedIn followers
- 500 followers
About Mahathi Siddavatam
I\'m a Machine Learning Engineer with a strong foundation in data-driven product…
Experience
Software Developer
Jun 2023 — Present · Portland, ME, US
Built ML solutions for Ford’s internal platforms by developing and deploying models to predict engineering attributes using structured BOM data. Integrated models into the the main application to reduce manual entry and accelerate decision-making- Designed a custom monitoring system using GCP logs to track deployed model behavior, circumventing limitations of VertexAI’s built-in monitoring for API-based predictions- Led synthetic data initiatives in collaboration with a third-party vendor, validating GAN-generated data against real datasets and using it to resolve class imbalance and privacy concerns in model training- Developed an end-to-end MLOps pipeline using Airflow, VertexAI, and Seldon to automate data processing, training, and deployment; created generalized templates for future team use- Mentored 10+ interns across two program cycles, leading technical sessions and overseeing ML project execution, with a focus on clean data practices, reproducible code, and EDA.
Education
RV College Of Engineering
Bachelor of Engineering - BE, Computer Science
2017 — 2021
Northeastern University
Master's degree, Information systems
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