Alkama K.

Key Skills

Software

Other

Top Subject Matter

Multispectral Satellite Imagery

Insurance Customer Interactions and Chatbots

Top Data Types

Image

Text

Top Task Types

Classification

Freelancer Overview

Data Analyst – Multisensory Satellite Data Preparation. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Bachelor of Technology, Indian Institute of Technology, Madras (2026) and Higher Secondary School Certificate, Dr. Rizvi Learners’ Academy (2021). AI-training focus includes data types such as Image and Text and labeling workflows including Classification.

Labeling Experience

Data Analyst – Multisensory Satellite Data Preparation

ImageClassification

I created data preprocessing pipelines and engineered features for multispectral satellite imagery to facilitate advanced model training. The work involved preparing annotated datasets for fusion models and optimizing model accuracy through careful data selection and cleaning. This required an understanding of image fusion, model hyperparameter tuning, and the nature of multispectral data labeling tasks. • Processed multisensory satellite image data for use in deep learning model training. • Labeled multispectral image data for fusion-based classification tasks. • Used feature engineering to enhance labeled data quality and relevance for AI. • Supported end-to-end pipeline for high-accuracy AI system development.

2024 - 2025

AI Training and Labeling Project – Insurance User Data

OtherTextClassification

I analyzed over 3 lakh user consultations, developing user personas and optimizing customer journeys as part of AI-powered tool development. My work contributed to the training and evaluation of chatbots and recommendation systems using labeled text data. I participated in automating insurance claim processes with annotated user interactions for AI model improvements. • Labeled textual data related to user insurance consultations for AI training. • Developed and annotated user personas and journeys to improve chatbot performance. • Supported automation projects by supplying high-quality labeled datasets. • Evaluated labeling accuracy to ensure robust AI outcomes.

2024 - 2024

Education

Work History