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Trevor Arjune

@trevor-arjune

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Senior ML Engineer & Backend Developer with 11+ years of experience.

United States

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What I'm looking for

I am looking for opportunities that foster innovation and collaboration, where I can leverage my expertise in AI and machine learning to contribute to impactful projects.

With over 11 years of experience as an ML Engineer and Full Stack Developer, I have a proven track record in developing innovative solutions that leverage cutting-edge technologies. My recent role as a Lead Subnet Developer at Bittensor involved leading the development of Sylliba, a cross-modal translation system that supports over 103 languages, significantly improving translation accuracy through advanced techniques like Reinforcement Learning with Human Feedback.

Throughout my career, I have consistently optimized processes and systems, reducing deployment times and costs while enhancing performance. My work at Kensho and Deltatre focused on predictive modeling and real-time analytics, where I developed systems that improved engagement and accuracy in various applications. I am passionate about utilizing my skills in Python, AWS, and Kubernetes to drive impactful projects in the AI and machine learning space.

Experience

Work history, roles, and key accomplishments

Current

ML Ops Engineer & Full Stack Developer

Current

Bittensor

Jan 2024 - Present (1 year 5 months)

Led the development of Sylliba, a cross-modal translation system leveraging federated learning, improving translation accuracy by 25%. Built a scalable API server for high availability and low latency, handling over 100,000 daily requests.

Python JavaScript React NodeJS Streamlit Generative AI AutoML AWS Docker Kubernetes

Founding Engineer & ML Ops

ChainVision AI

Dec 2021 - Oct 2024 (2 years 10 months)

Developed CI/CD pipelines for LLMs, optimized AWS SageMaker for model training, and designed LLM-based systems with PyTorch, achieving 99.8% uptime for 10,000+ users.

Docker Kubernetes AWS Sagemaker PyTorch Prometheus Grafana

Senior ML Engineer

Kensho

Jan 2020 - Dec 2021 (1 year 11 months)

Developed predictive models using FinBERT and LASSO-LSTM, achieving 80% directional accuracy. Fine-tuned models to enhance efficiency and reduce processing time.

AutoML Python Machine Learning Data Analysis

Senior ML Engineer

Deltatre

May 2016 - Dec 2019 (3 years 7 months)

Built a Text-to-Speech system for live sports commentary and optimized YOLOv3 for real-time player detection, improving engagement and accuracy in sports analytics.

Tacotron 2 AWS Analytics Machine Learning

Data Science Engineer

Clarifai

Dec 2013 - May 2016 (2 years 5 months)

Enhanced GAN models for image generation and developed a license plate recognition system with high accuracy, optimizing real-time surveillance and API performance.

REST APIs Image Generation Python Machine Learning

Education

Degrees, certifications, and relevant coursework

University of West Florida

Master’s Degree, Mathematics

2009 - 2013

Completed a Master’s Degree in Mathematics, focusing on advanced mathematical theories and applications. Engaged in various projects that enhanced analytical and problem-solving skills, preparing for a career in data science and machine learning.