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Tejashwini M

@tejashwinim

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Senior AI/ML Engineer with expertise in data-driven solutions.

United States

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What I'm looking for

I seek a role that fosters innovation and collaboration, focusing on impactful AI solutions.

I am a Senior AI/ML Engineer with around 9 years of experience in Machine Learning and AI. My journey has been marked by a commitment to leveraging data to drive business value, particularly in the health and telecom industries. I specialize in building AI solutions that utilize advanced techniques in Machine Learning, Data Science, and Natural Language Processing (NLP). My work has consistently focused on transforming messy, real-world datasets into actionable insights, resulting in significant improvements in decision-making processes.

Throughout my career, I have successfully developed and deployed various machine learning models, including conversational agents that have led to a 40% reduction in human agent interaction volume. My expertise extends to utilizing platforms like Databricks for AI model lifecycle management, where I have implemented a wide range of AI techniques, including Principal Component Analysis and Neural Networks. I am passionate about continuous learning and collaboration, regularly conducting training sessions to empower my team in deploying AI-powered solutions effectively.

Experience

Work history, roles, and key accomplishments

Current

Sr ML/AI Engineer

Current

Transunion BBI

Jan 2023 - Present (2 years 4 months)

Developed and deployed machine learning models on clinical trials data, improving data analysis and decision-making for Premier Health Care. Collaborated on end-to-end AI solutions using Databricks and created FastAPI applications for clinical concept extraction.

Machine Learning Databricks fastAPI Python SQL Google Cloud Platform NLP Delta Lake

Sr ML/AI Engineer

Signature Aviation Optimized

Nov 2020 - Nov 2022 (2 years)

Implemented NLP routing solutions for customer service requests, enhancing response times and customer satisfaction. Led migration of Fraud Analytics pipeline to Azure and developed automated responses using transformer-based NLP models.

NLP Azure Dialogflow Python Machine Learning Big Data Generative AI Data Processing Customer Engagement

Data Scientist/Senior NLP Developer

Transunion

Jun 2017 - Oct 2020 (3 years 4 months)

Supported NLP pipelines for extracting clinical concepts from unstructured data, improving sentiment analysis in healthcare. Developed predictive models for disability claims, enhancing customer satisfaction and operational efficiency.

NLP Python Data Analysis Machine Learning Data Processing Healthcare Analytics

Data Scientist

USAA

Dec 2014 - May 2017 (2 years 5 months)

Built RESTful APIs for predictions using historical data, collaborating with SMEs for optimal model performance. Implemented data wrangling and hybrid modeling approaches to deliver insights and improve customer segmentation.

RESTful APIs Data Wrangling Machine Learning Python Spark Customer Segmentation Statistical Analysis

Education

Degrees, certifications, and relevant coursework

CMR Institute of Technology

Bachelor of Science, Computer Science

2010 - 2014

Completed a Bachelor's degree in Computer Science, focusing on software development, algorithms, and data structures. Gained foundational knowledge in programming languages and software engineering principles.