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Ara Yeroyan

@arayeroyan

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Experienced Machine Learning Specialist with expertise in deep learning algorithms.

Armenia

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What I'm looking for

I seek a role that fosters innovation and collaboration, allowing me to leverage my skills in machine learning and contribute to impactful projects.

I am a Machine Learning Specialist with extensive experience in implementing cutting-edge deep learning algorithms across various domains, including Generative AI and FinTech. My expertise encompasses orchestrating complex pipelines at scale, overseeing every stage from data processing to offline training and deployment. I have a proven track record in speech-to-text and text-to-speech technologies, as well as recent advancements in Agentic AI, including LLMs and RAGs.

Throughout my career, I have implemented industry best practices across both on-premises and cloud infrastructure, ensuring adherence to technical and ethical requirements. I am passionate about contributing to the community, having published libraries on PyPi, datasets on OpenSLR, and shared models on Hugging Face. My ability to seamlessly handle research and engineering tasks allows me to deliver results that align with specific business and research objectives.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

Service Titan

Oct 2023 - Present (1 year 7 months)

Developed automatic dashboard and report creation over complex ETL processes to track revenue contributing factors and client discrepancies. Optimized LLM inference using various methods and created evaluation pipelines targeting specific metrics and business KPIs.

ETL Azure Functions Python Data Visualization Business Intelligence Machine Learning Dashboard Development Azure Pipelines

Senior ML Engineer

EPAM

Sep 2023 - Sep 2023 (0 months)

Developed a successful MVP for a fashion assistant, providing real-time recommendations using multi-modal models to retrieve items based on user preferences.

Recommendation Systems Machine Learning Python Data Integration

Lecturer

ACA

Jul 2023 - Sep 2023 (2 months)

Taught Introduction to Data Science and Machine Learning, sharing expertise in machine learning concepts and practices with students.

Teaching Data Science Machine Learning Curriculum Development Public Speaking

Senior NLP Engineer

Stealth

Jan 2023 - Sep 2023 (8 months)

Created a real-time voice assistant that interacts with users during live calls, utilizing third-party APIs for information extraction and appointment booking.

NLP Voice Assistant Development API Integration Machine Learning Python

Senior ML Engineer

Plat.ai

Sep 2022 - Mar 2023 (6 months)

Created AutoML pipeline significantly enhancing hyperparameter tuning. Integrated model interpretability mechanisms to ensure explainability of AI models, addressing biases within financial data modeling efforts.

AutoML Hyperparameter Tuning Model Interpretability Financial Modeling Data Extraction ETL Python

Machine Learning Specialist

Podcastle

Aug 2021 - Aug 2022 (1 year)

Worked on audio synthesis and enhancement, including voice cloning and dynamic range compression. Led data collection initiatives and designed pipelines for training and model updates.

Voice Cloning Deep Learning Data Collection Research Python

Data Scientist

Funday Agency

Apr 2021 - Sep 2021 (5 months)

Automated customer engagement monitoring across social media and used statistical analysis for anomaly detection. Developed interactive dashboards and automated reporting mechanisms.

Data Analysis Anomaly Detection Dashboard Development Reporting Python Statistical Analysis

Education

Degrees, certifications, and relevant coursework

American University of Armenia

Bachelor of Sciences, Data Science

2020 - 2024

Grade: 3.85/4

Bachelor of Sciences in Data Science with a cumulative GPA of 3.85/4. The program covered various aspects of data science, including statistical analysis, machine learning, and data visualization.

Armenian Code Academy

Certification, DevOps

2021 - 2022

Completed a DevOps program focusing on the principles and practices of DevOps, including continuous integration, continuous delivery, and infrastructure as code.

Armenian Code Academy

Certification, Machine Learning

2020 - 2021

Completed an Advanced Machine Learning program that covered advanced topics in machine learning, including model optimization and deployment strategies.