I’m Ramya Dinakaran, a machine learning researcher and student with hands-on experience in NLP and deep learning through academic and project work. I’m pursuing an MSc at Technische Universität Dresden with a focus on deep learning, large language models, computer vision, and high-performance computing. I hold a B.Tech in Computer Science and Engineering from CMR University Bengaluru, and have hands-on experience training, evaluating, and integrating ML models using Python and modern frameworks. I enjoy building practical conversational AI systems and tools that expose model outputs to users. In roles at TIB and IBM, I’ve designed benchmarks, built data pipelines, and developed interactive demos, while emphasizing reproducibility and collaborative development.

Ramya Dinakaran

I’m Ramya Dinakaran, a machine learning researcher and student with hands-on experience in NLP and deep learning through academic and project work. I’m pursuing an MSc at Technische Universität Dresden with a focus on deep learning, large language models, computer vision, and high-performance computing. I hold a B.Tech in Computer Science and Engineering from CMR University Bengaluru, and have hands-on experience training, evaluating, and integrating ML models using Python and modern frameworks. I enjoy building practical conversational AI systems and tools that expose model outputs to users. In roles at TIB and IBM, I’ve designed benchmarks, built data pipelines, and developed interactive demos, while emphasizing reproducibility and collaborative development.

Available to hire

I’m Ramya Dinakaran, a machine learning researcher and student with hands-on experience in NLP and deep learning through academic and project work. I’m pursuing an MSc at Technische Universität Dresden with a focus on deep learning, large language models, computer vision, and high-performance computing. I hold a B.Tech in Computer Science and Engineering from CMR University Bengaluru, and have hands-on experience training, evaluating, and integrating ML models using Python and modern frameworks.

I enjoy building practical conversational AI systems and tools that expose model outputs to users. In roles at TIB and IBM, I’ve designed benchmarks, built data pipelines, and developed interactive demos, while emphasizing reproducibility and collaborative development.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Language

English
Fluent
German
Beginner
Tamil
Fluent
Kannada
Advanced
Hindi
Advanced

Work Experience

Research Assistant at TIB, Leibniz Information Centre (LLM R&D)
April 1, 2025 - August 1, 2025
Designed and implemented 50+ ARC-style tasks to benchmark abstract reasoning in LLMs. Built Python task generation modules using functional patterns and prompt-based evaluation workflows. Built simple interactive ML demos using Streamlit to expose model outputs to users. Verified 100% task solvability and logical consistency, and enhanced reproducibility with Git and streamlined runs.
Application Developer at IBM (z/OS)
June 1, 2022 - August 1, 2024
Implemented requirement-driven enhancements for enterprise mainframe applications (DBMS Phase 4/5). Supported billing, adjustments, and transaction processing systems in legacy z/OS environments. Performed unit testing, CMR scheduling, file pass analysis, and dialogue extraction. Developed and maintained JSON schemas for recall testing and structured data validation.
Data Science Intern at iPEC Solutions Pvt. Ltd.
March 1, 2021 - May 1, 2021
Sales Prediction of an Online Store involving Machine Learning – Developed a Random Forest model for item-wise sales prediction and inventory planning. Malaria Detection using CNN – Built a deep learning pipeline with transfer learning on pretrained CNN models; achieved notable accuracy with preprocessing on a dataset of over 5K images.

Education

M.Sc. Computational Modeling and Simulation (Visual Computing) at Technische Universität Dresden
September 1, 2024 - December 29, 2025
B.Tech. Computer Science and Engineering at CMR University, Bengaluru, India
August 1, 2018 - May 1, 2022

Qualifications

Internship Certificate - Machine Learning
January 11, 2030 - December 29, 2025
AWS Cloud Practitioner
January 11, 2030 - December 29, 2025
IBM Cloud Advocate - v2
January 11, 2030 - December 29, 2025
IBM GBS Inspired: Application Developer - z/OS
January 11, 2030 - December 29, 2025

Industry Experience

Software & Internet, Education, Professional Services, Media & Entertainment

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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