Summary
Overview
Work History
Education
Skills
Timeline
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Tanisha Boston

Louisville,KY

Summary

Highly motivated and detail-oriented professional seeking a Machine Learning Engineer position. Offering a background in client satisfaction, technological advancements, and innovation.

Overview

5
5
years of professional experience

Work History

Advanced AI Data Trainer

Invisible Technologies
06.2023 - Current
  • Enhanced model accuracy by 56% compiling, cleaning, and manipulating large datasets to ensure precision in training and data integrity.
  • Designed and implemented conversational AI models, improving lifelike interactions for AI bots integrated across multiple internet platforms.
  • Developed and tested prompts for 25+ model capabilities, using RLHF (reinforcement learning human feedback) and NLP (natural language processing) methodologies, driving accountability and transparency in decision-making processes.
  • Consistently met and exceeded client satisfaction goals (85-100% accuracy) by collaborating with cross-functional teams and adapting swiftly to project updates and client feedback.
  • Streamlined data testing processes by integrating automation using Python, SQL, and Java, reducing the occurrence of manual errors in model testing.

Prompt Engineer

Remotetasks
03.2020 - 06.2023
  • Increased the accuracy of AI model predictions by reformulating and validating models, focusing on continuous testing and quality assurance processes.
  • Collaborated with product and engineering teams to deploy scalable machine learning models across cloud platforms like AWS, optimizing for latency and performance.
  • Integrated real-time speech recognition into AI systems, improving voice interaction capabilities by 40%, making bots more versatile across multimedia interactions.
  • Led efforts to improve the explainability and safety of model interactions by ensuring alignment with ethical AI frameworks and reducing bias in model responses
  • Worked with cross-functional teams to automate workflows, integrating Human-in-the-Loop (HITL) strategies for continuous refinement and model auditing processes.

Software Tester

Pegatron Inc.
09.2022 - 04.2023
  • Increased software reliability by developing and executing test plans for software and hardware products, ensuring they met quality and performance standards.
  • Identified and addressed over 20 critical defects a week through close collaboration with developers and A/B Testing, leading to smoother product releases and a reduction in post-release issues.
  • Improved the efficiency of testing procedures by implementing functional, compatibility, and regression tests, which contributed to faster and more accurate product evaluations.
  • Collaborated with developers to ensure compliance with data privacy standards and enhance product usability through robust risk assessment and mitigation strategies.

Education

Computer Science And Engineering - Machine Learning/AI

University of Louisville
06.2028

Diploma -

Eastern High School
05.2018

Skills

  • Machine Learning: Reinforcement Learning (RLHF), Natural Language Processing (NLP), Supervised Fine-Tuning (SFT), Conversational AI
  • Programming Languages: Python (Proficient), Java(Novice), SQL, JSON
  • ML Frameworks: TensorFlow, PyTorch, NLTK, Jupyter
  • Data Engineering: Data Cleaning, Data Preprocessing, Large-Scale Data Management, Data Analysis, Data Visualization
  • Model Development: A/B Testing, Cross-Validation, Model Evaluation
  • Risk and Trust Domains: Safety Annotation, Trust & Risk Mitigation
  • Collaboration Tools: Slack, JIRA, Confluence
  • Soft Skills: Technical Writing, Prompt Engineering, Test-Driven Development, Problem Solving, Attention to Detail, Teamwork, Communication, Research Paper Analysis

Timeline

Advanced AI Data Trainer

Invisible Technologies
06.2023 - Current

Software Tester

Pegatron Inc.
09.2022 - 04.2023

Prompt Engineer

Remotetasks
03.2020 - 06.2023

Diploma -

Eastern High School

Computer Science And Engineering - Machine Learning/AI

University of Louisville

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Tanisha Boston