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Prakriti Sumaan

@prakritisumaan

Message

I build GCP data platforms and GenAI automation for telecom operations.

India

Message

What I'm looking for

I'm looking to build production data platforms and GenAI automation that reduce manual operations and improve time-to-insight, especially in cloud-based, distributed environments.

At Ericsson, I build GCP data platforms and GenAI automation for global telecom customers. I shipped a Vertex AI and Gemini Flash 2.5 assistant that analyses telecom incident worklogs, cutting investigation time by about 70%.

I also deliver Python- and SQL-driven ETL/ELT pipelines using Airflow, Spark, dbt, BigQuery, and Tableau. My work has automated KPI reporting across millions of records, improved proactive intervention turnaround, and reduced SLA breach response time.

Experience

Work history, roles, and key accomplishments

Current

Data Engineer

Current

Ericsson

Aug 2025 - Present (1 year 1 month)

Designed and shipped production LLM-powered GenAI assistant on GCP Vertex AI using Gemini Flash 2.5 to auto-analyse telecom incident worklogs, achieving ~70% reduction in mean investigation time. Architected end-to-end ETL pipeline and predictive forecasting system for NPS, delivering 3x improvement in proactive intervention turnaround.

Gemini 2.5 Flash Vertex AI GCP Prompt Engineering LLM fastAPI REST APIs PySpark Apache Spark scikit learn Airflow Tableau SQL ETL Forecasting

Data Engineer Intern

Ericsson

Feb 2025 - Aug 2025 (6 months)

Built ETL pipeline aggregating 50M+ daily records into KPI views with automated RCA and data quality validation, delivering 5x reduction in manual KPI aggregation. Designed end-to-end ETL/ELT pipeline for intelligent product management, achieving 60% reduction in SLA breach response time.

Python SQL Airflow Apache Spark Tableau Great Expectations Streaming RCA DBT Data Modeling Data Warehouse ETL Email Automation

Education

Degrees, certifications, and relevant coursework

VIT Bhopal University

B.Tech, Computer Science and Engineering

2021 - 2025

Grade: 8.88/10

Activities and societies: Vice Captain, Data Science Club, VIT Bhopal — organized ML workshops, GenAI bootcamps, and mentored 80+ students on Data Engineering, LLMs, and Agentic AI.

Pursued a B.Tech in Computer Science and Engineering, achieving a CGPA of 8.88/10. Coursework included Data Structures, Algorithms, Machine Learning, Distributed Systems, Databases, Cloud Computing, and Data Modeling.