Open to opportunities

Dhayana Dhayu

@dhayananarayana

Data Science and Supply Chain student skilled in Python and analytics, seeking remote roles to apply data-driven problem solving.

India

Message

What I'm looking for

I’m looking to deliver measurable business impact by shipping agentic LLM/NLP systems and dependable MLOps from day one—working with real users, strong evaluation, and end-to-end deployment.

I am a Data Science student specializing in Logistics and Supply Chain Management, with a strong interest in solving real-world problems using data.

I have experience working with Python, data analysis, and basic machine learning concepts. I am particularly interested in areas like demand forecasting, operations optimization, and business analytics.

I am continuously developing my skills through learning and projects, and I am comfortable working in remote environments. I am looking for opportunities where I can apply my analytical skills, gain practical experience, and grow in the field of data science and supply chain analytics.

Experience

Work history, roles, and key accomplishments

AI/ML Engineer Intern

Innovate Intern

Apr 2025 - Oct 2025 (6 months)

Built and deployed an NLP extractive text summarization model on a 500+ document dataset, improving F1-score through iterative experimentation using TF-IDF and ROUGE. Engineered preprocessing pipelines that reduced preprocessing time by 40% and tuned hyperparameters to improve precision and recall across test sets.

Python NLP TF IDF ROUGE scikit learn Tokenization Feature Extraction Hyperparameter Tuning Model Evaluation

Data Science Intern

Main Flow Services & Technologies Pvt. Ltd.

Apr 2025 - Jun 2025 (2 months)

Delivered end-to-end data science workflows (preprocessing, EDA, feature engineering, and predictive modeling) across 3+ projects using Python. Applied and evaluated regression and classification models with cross-validation to improve prediction accuracy.

Python Pandas NumPy scikit learn EDA predictive modeling Cross Validation Matplotlib SeaBorn

Education

Degrees, certifications, and relevant coursework

Amrita Vishwa Vidyapeetham, Coimbatore

M.Sc. Data Science, Data Science

2024 -

Pursuing an M.Sc. in Data Science at Amrita Vishwa Vidyapeetham (Jun 2024–present), with a minor in Logistics & Supply Chain Management and coursework across ML, DL, NLP, and statistical modeling.

Yuvakshetra Institute of Management Studies, Palakkad

B.Sc., Computer Science

2021 - 2024

Completed a B.Sc. in Computer Science at Yuvakshetra Institute of Management Studies (Aug 2021–Mar 2024), with coursework in algorithms, data structures, DBMS, computer networks, and programming in Python and Java.