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Shimil Shijo
Senior AI Software Engineer specializing in Generative AI and NLP
Dearborn, MIResearch Assistant(Generative AI)6 years experienceSeniorHigher EducationArtificial IntelligenceTechnology
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About
Built and deployed a production multimodal language translation platform (text-to-text, speech-to-text, text-to-speech) using fine-tuned pretrained models (NLLB, XLSR), MLflow-orchestrated pipelines, and Docker/Kubernetes on AWS. Worked closely with non-technical linguists to tackle data cleaning and dialect variation in minority languages, improving accuracy through consistent evaluation and monitoring.
Experience
Research Assistant(Generative AI)University of Michigan-Dearborn
Senior Software Engineer(AI)Bridge Connectivity Solutions Pvt. Ltd.
Faculty, Department of Data AnalyticsJain University
Faculty, Department of Computer EngineeringPresidency University
Education
University of Michigan-Dearbornmaster, Data Science (AI specialization) (2025)
National Institute of Technology Calicutmaster, Computer Science and Engineering (2015)
University of Calicutbachelor, Computer Science and Engineering (2012)
Key Strengths
- Built and deployed a production multimodal translation system (text, TTS, STT)
- End-to-end ML delivery: data pipelines, model fine-tuning, containerization, AWS deployment
- Improved model quality for minority-language dialects via collaboration with linguists and iterative evaluation
- Reliability-focused workflow design with goal decomposition, safety rules, and monitoring (latency/accuracy/error rates)
- Microservices deployment using Docker and Kubernetes for portability across environments
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