Arpi Manucharyan
@arpimanucharyan
I build machine learning pipelines for automation, market research, and 3D visualization.
ArmeniaWhat I'm looking for
I've built machine learning solutions across 3D display technology, workflow automation, and market-data research. At Sentra, I developed point-cloud processing pipelines for Anima 3D volumetric displays and experimented with voxel-rendering optimization.
I led end-to-end AI workflow automation projects, using Google Workspace, Qdrant, OpenAI, and n8n to turn business needs into modular data-management and output-generation pipelines.
Through my independent trading bot and market-data research project, I build Python data pipelines, visualize data, test trading models, and develop signal logic using quantitative research and pattern recognition.
I've also supported recommendation systems at Mathemat, retrained models at Davinci Engineering, and processed spatial point-cloud data at Pixeria Lab. I'm eager to contribute to quantitative research and applied data science teams through ethical, research-driven work.
Experience
Work history, roles, and key accomplishments
Independent Project
Trading Bot & Market Data / ML Research
Nov 2023 - Present (2 years 10 months)
Developed a personal trading bot and market data analysis project with Python, focusing on data pipelines, exploratory data analysis, and model testing for trading strategies.
ML Engineer
Sentra
Mar 2026 - Aug 2026 (5 months)
Developed and optimized point cloud processing pipelines for real-time rendering, introduced AI-driven automation, and conducted ML experiments for voxel rendering optimization.
ML Engineer
Executive
Jul 2025 - Apr 2026 (9 months)
Led end-to-end AI workflow automation projects, building modular pipelines with Google Workspace, Qdrant, and OpenAI, and designed automation workflows in n8n.
ML Engineer
Davinci Engineering
Dec 2022 - Jun 2023 (6 months)
Analyzed large datasets using statistical methods, retrained and customized ML models, and maintained codebases while collaborating with engineering teams.
3D Data Processing Intern
Pixeria Lab
Apr 2022 - Jul 2022 (3 months)
Processed and analyzed spatial data, including point clouds, for visualization and ML applications, and collaborated in team-based research and development.
ML Engineer
Mathemat
Jun 2021 - Nov 2021 (5 months)
Supported the development of a recommendation system for a vehicle platform, conducted research on ML algorithms, and participated in model evaluation and tuning.
Education
Degrees, certifications, and relevant coursework
Yerevan State University
Bachelor's, Applied Mathematics and Informatics
2017 - 2021
Bachelor's in Applied Mathematics and Informatics from Yerevan State University from 2017 to 2021.
Tech stack
Software and tools used professionally
Availability
Location
ArmeniaAuthorized to work in
Social media
Job categories
Skills
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