Summary
Overview
Work History
Education
Skills
Websites
Timeline
Generic

Ravi Teja Gutta

Hamden,CT

Summary

Results-oriented and innovative Senior Software Engineer with 9 years of experience. Excellent leadership record of leading data science teams in enterprise-wide development projects. Easily communicates complex technical requirements to non-technical stakeholders.

Overview

7
7
years of professional experience

Work History

Senior Software Engineer, ML & Optimization

Qcells
08.2022 - Current
  • Took ownership of multiple legacy services, lacking any documentation or on-boarding, delivered crucial improvements along readability, performance and maintainability
  • Delivered E2E pipelines(ideation to deployment) for batch ML inference and Optimization jobs for energy systems
  • Championed timezone-aware job scheduling for large scale Training Jobs, improving the overall system scalability by 3x
  • Spearheaded the initiative to improve observability on multiple services, helped the team adopt prometheus
  • Mentored junior developers through comprehensive code reviews(SOLID, DDD), increased code quality(code coverage>80%) and bug frequency by 40%

Machine Learning Engineer

ENGIE
08.2018 - 05.2022
  • Developed, deployed and evaluated energy demand forecasting models for grid-scale batteries increasing annual revenue by $500,000
  • Contributed to multiple services covering from data engineering to core data science apps
  • Collaborated with business, product managers, domain experts and manifested PRDs into deliverable, deployable features

Education

Master of Science - Computer Science

Lamar University
Beaumont, TX
05.2018

Bachelor of Science -

BITS PILANI
India
05.2015

Skills

  • Languages: Python(proficient), Java, TypeScript, Julia, MiniZinc
  • Frameworks: Django, Flask, FastAPI, Celery, requests, Airflow, Scikit, PyTorch, CVXPY
  • Skills: Micro Services, Machine Learning, Statistics, Distributed Systems, Optimization, Operations Research, System Design
  • Infra: Docker, Kubernetes, Jenkins, Postgres, MongoDB, Cassandra, RabbitMQ, S3, ECS, EKS, ECR, RDS, DynamoDB, Prometheus, Spark, Flink

Timeline

Senior Software Engineer, ML & Optimization

Qcells
08.2022 - Current

Machine Learning Engineer

ENGIE
08.2018 - 05.2022

Bachelor of Science -

BITS PILANI

Master of Science - Computer Science

Lamar University
Ravi Teja Gutta