Arunava K.

Key Skills

Software

No software listed

Top Subject Matter

Business analytics

Machine Learning

Nlp Domain Expertise

Top Data Types

Text

Image

Video

Top Task Types

Classification

Object Detection

Freelancer Overview

Paperpedia Pvt Ltd. — Analyst – Level II (Data analytics and ML model evaluation/optimization for client projects). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose, Internal, and Proprietary Tooling. Education includes Master of Business Administration, BITS Pilani (2028) and Master of Technology, Maulana Abul Kalam Azad University of Technology (MAKAUT) (2021). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Paperpedia Pvt Ltd. — Analyst – Level II (Data analytics and ML model evaluation/optimization for client projects)

Don't discloseVideoObject Detection

Performed ML/deep learning evaluation to generate performance recommendations and optimize models for prediction/forecasting quality using large datasets. Worked with NLP workflows including transformer-based approaches and production-ready ML pipelines, where dataset preparation and validation are integral to training. Applied preprocessing and feature engineering steps to support downstream model training and reliable inference.

2023 - Present

Paperpedia Pvt Ltd. — Team Manager (analytics workflow/QA management supporting training and labeling-ready data processes)

TextClassification

Managed day-to-day workflow and quality assurance for an analytics team, supporting consistent dataset preparation and reliable model outputs. Led training sessions and performance reviews to strengthen team execution of analytics and model development practices. Coordinated quality records and improvement plans used to maintain high standards across projects.

2022 - 2022

Paperpedia Pvt Ltd. — Analyst (data analytics and ML/DL model building/evaluation for predictive analytics)

Don't discloseImageClassification

Built and evaluated machine learning and deep learning models for predictive analytics, supporting training workflows through dataset preparation and exploratory analysis. Developed interactive dashboards and reports derived from large-scale data, aligning analytical outputs with modeling objectives. Contributed to NLP-related sentiment and text modeling work in a broader analytics setting by preparing and processing textual datasets when applicable.

2021 - 2022

Education

Work History