Ashish Kumar

At TeleGlobal International, I played a pivotal role in leading a cloud data engineering and AI modernization project for a business struggling with fragmented data sources, legacy analytics, and decision delays. The client, a data-heavy organization, needed a fully automated ETL pipeline, seamless data migration, and real-time AI-powered insights to support smarter, faster decision-making.

The project focused on transforming their siloed systems into a centralized cloud-native… عرض المزيد

At TeleGlobal International, I played a pivotal role in leading a cloud data engineering and AI modernization project for a business struggling with fragmented data sources, legacy analytics, and decision delays. The client, a data-heavy organization, needed a fully automated ETL pipeline, seamless data migration, and real-time AI-powered insights to support smarter, faster decision-making.

The project focused on transforming their siloed systems into a centralized cloud-native architecture using modern data platforms and scalable AI integrations.

📊 Project Highlights:

Designed and implemented an automated ETL workflow using Apache Airflow to handle batch and streaming data from multiple sources.

Migrated large volumes of unstructured and structured data to a cloud-native data warehouse (Amazon Redshift & S3-based data lake).

Created data ingestion pipelines with AWS Glue and Lambda functions for real-time data processing.

Applied data transformation rules and schema mapping to normalize data across departments.

Integrated ML models via Amazon SageMaker for predictive analytics and customer behavior forecasting.

Developed BI dashboards using Power BI and QuickSight for role-based insights and KPI monitoring.

🚀 Key Outcomes:
✅ 75% faster data processing with reduced manual intervention
✅ AI-enhanced decision intelligence with predictive analytics
✅ Unified data governance and lineage
✅ Real-time dashboarding for executive decision-making

This project demonstrates how cloud data engineering and AI integration can automate operations, reduce delays, and transform raw data into a competitive asset. عرض أقل

As part of TeleGlobal International’s commitment to driving innovation through cutting-edge technologies, I had the opportunity to contribute to the implementation of an AI-powered recruitment solution that leveraged Generative AI to streamline and modernize the hiring process for a leading staffing agency.

The goal was to reduce the manual load on recruiters, improve candidate experience, and accelerate shortlisting through intelligent automation. We built and deployed a Generative… عرض المزيد

As part of TeleGlobal International’s commitment to driving innovation through cutting-edge technologies, I had the opportunity to contribute to the implementation of an AI-powered recruitment solution that leveraged Generative AI to streamline and modernize the hiring process for a leading staffing agency.

The goal was to reduce the manual load on recruiters, improve candidate experience, and accelerate shortlisting through intelligent automation. We built and deployed a Generative AI-driven interview platform capable of conducting real-time assessments, analyzing candidate responses, and generating interview summaries—drastically improving both efficiency and accuracy in the recruitment workflow.

Key contributions included:

Collaborating on architecture design using cloud-native services to ensure scalability and performance.

Integrating OpenAI’s GPT-based models to analyze and summarize candidate responses contextually.

Building a seamless UI/UX interface for recruiters to review AI-generated reports.

Ensuring data security and privacy compliance, critical to handling personal candidate data.

Training internal stakeholders on AI adoption and operational workflows.

The result:
✅ 60% reduction in recruiter screening time
✅ Enhanced candidate experience with prompt and personalized interactions
✅ A scalable recruitment platform aligned with future GenAI advancements

This project reflects the strategic integration of Generative AI in real-world enterprise use cases, emphasizing not just technology, but real impact and transformation in HR operations. عرض أقل