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Sterling K.

AI and Data Science , Information Technology , Operations

call   (214) GO-RELAY / (214) 467-3529

email   Careers@RelayHumanCloud.com

home   Ahmedabad, India


SKILLS

  • Vs Code
  • Azure AI Foundry
  • Agentic AI
  • Github
  • Advanced Excel
  • Python
  • SQL
  • Power BI
  • Snowflake SQL
  • Prompt Engineering
  • Sentiment Analysis
  • Data Cleaning & Preprocessing
  • Recommendation Systems (Collaborative & Content-Based)
  • Azure Cloud Tech
  • Elasticsearch
  • Natural Language Processing (NLP)
  • Machine Learning (ML)
  • Prompt Engineering
  • Sentiment Analysis
  • Large Language Models (LLMs)
  • Google LLM Notebooks
  • Text Classification
  • Cross-functional Collaboration

EDUCATION

Master of Science

MGM University (2023)

Bachelor of Computer Application

Dr. Babasaheb Ambedkar Marathwada University (2021)

LICENSES & CERTIFICATIONS

  • Microsoft Certified: Fabric Data Engineer Associate 
  • Data Analyst Certification | ExcelR
  • Data Analyst Professional | IBM
  • Data, Data, everywhere | Coursera
  • Relational Database and SQL | Coursera
  • Data Analyst Essentials | Cisco

ASSESSMENTS

CORE SKILL English Aptitude DataAnalysis 0 100

PERSONALITY

INFJ-A

Extraverted Introverted Intuitive Observant Thinking Feeling Judging Prospecting

People with INFJ as a personality type are idealistic and driven by a desire to help others. They seek fulfillment through meaningful, ethical endeavors, contributing to the greater good.

PROFESSIONAL SUMMARY

Data Associate with strong expertise in statistical analysis, data visualization, and database management to enable data-driven decision-making. Proficient in Python, SQL, and Excel, with hands-on experience developing AI-driven analytics solutions, data pipelines, and interactive dashboards. Experienced in working with large, unstructured datasets, applying data cleaning, preprocessing, and validation techniques to ensure accuracy and reliability. Demonstrated ability to leverage machine learning models, natural language processing, and large language models to generate actionable insights that support business, HR, and operational goals. Recognized for strong analytical thinking, cross-functional collaboration, and delivering measurable impact through data-driven solutions.

PROFESSIONAL EXPERIENCE

Data Associate (AI Focused)

Relay Human Cloud | India | Nov 2024 – Present

  • Designed and deployed a scalable AI-driven solution using Azure AI Foundry to analyze interview transcripts and generate structured performance scorecards using large language models.
  • Performed extensive data preprocessing, cleaning, and validation on large unstructured datasets, improving data accuracy and overall data integrity.
  • Executed prompt engineering and logic validation in Google LLM Notebooks to ensure reliable model behavior prior to cloud-native production deployment.
  • Developed standardized scoring frameworks and sentiment analysis models to evaluate communication, confidence, and behavioral traits, reducing manual review efforts by 80%.
  • Integrated multiple data sources through cross-functional collaboration, improving data accessibility and supporting informed business decisions.
  • Delivered actionable insights to HR and L&D teams, strengthening candidate evaluation processes and improving training effectiveness.
  • Resolved authentication failures in recommendation ETL pipelines by implementing AWS session token refresh and retry logic, improving job success rates from 60% to 100%.
  • Analyzed recommendation pipeline performance by debugging multi-stage filtering logic, identifying data scarcity issues impacting recommendation volume.
  • Evaluated over 133K recommendation pairs across 300+ products using Python and Snowflake SQL to identify root causes and validate filtering accuracy.
  • Created SQL queries and technical documentation to communicate findings to stakeholders and confirm system behavior aligned with business logic.

Data Analyst - Intern 

S4S Technology Pvt. Ltd | India | Jan 2023 - Jul 2023

  • Collected, organized, and validated data to ensure high-quality analysis and accessibility.
  • Analyzed complex datasets to identify key trends, patterns, and insights that supported strategic decision-making.
  • Developed interactive dashboards to simplify the presentation of complex data and enhance data-driven decision-making.
  • Collaborated with management to deliver actionable financial insights through detailed data interpretation.
  • Applied data analysis expertise to uncover insights that significantly improved operational efficiency.