Naveen Reddy Vangala

Machine Learning Engineer

Hyderabad, Telangana, India6 yrs 11 mos experience
Most Likely To SwitchAI Enabled

Key Highlights

  • Expert in building AI systems across multiple domains.
  • Led impactful projects at Adobe with significant user engagement.
  • Strong academic background with a 4.0 GPA in Computer Science.
Stackforce AI infers this person is a Machine Learning Engineer specializing in AI solutions for consumer applications.

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Skills

Core Skills

Machine LearningArtificial Intelligence (ai)

Other Skills

API developmentAWSAzureCC++Cascading Style Sheets (CSS)Deep LearningDockerGCPGrafanaHTML5JavaKerasKubernetesLLM finetuning

About

Senior Machine Learning Engineer with over 6 years of experience building real-world AI systems at the intersection of Computer Vision, NLP, LLMs, and Generative AI. Led and delivered several impactful projects at Adobe, including: Prompt2Mask: a multimodal LLM-based image segmentation service fine-tuned using reinforcement learning for customer-specific use cases AutoCrop: an intelligent image cropping system serving 1M+ API calls per month in production Reflow: a generative image resizing solution — now part of a filed patent Skilled in LLM finetuning (LORA, GRPO, DPO), RAG pipelines, and production-level deployment using Docker, Kubernetes, AWS/GCP/Azure, and monitoring tools like Prometheus, Grafana, and Splunk. Equally comfortable with cutting-edge research and hands-on engineering — from semantic understanding of language to fine-grained image manipulation — with a passion for turning AI into scalable, user-centric products. Academically, I hold a Master’s in Computer Science from UT Austin (GPA 4.0) and a B.Tech from IIT Delhi. I’m always excited to collaborate, learn, and build AI that actually makes a difference. Always open to connecting with people building the next generation of intelligent systems.

Experience

6 yrs 11 mos
Total Experience
3 yrs 5 mos
Average Tenure
4 yrs 11 mos
Current Experience

Adobe

2 roles

Machine Learning Engineer III

Promoted

Aug 2022Present · 3 yrs 10 mos · Bengaluru, Karnataka, India

Deep LearningMachine LearningArtificial Intelligence (AI)DockerKubernetesAWS+5

Machine Learning Engineer II

Jul 2021Aug 2022 · 1 yr 1 mo · Bengaluru, Karnataka, India

PytorchKerasTensorFlowMachine Learning

Oneplus software r&d centre private limited

Machine Learning Engineer

Jun 2019Jun 2021 · 2 yrs · Hyderabad, Telangana, India

  • Worked as Research Engineer in the Artificial Intelligence team.
  • ◦ Complete ownership of scene detection project and implemented a lightweight multi-branch detection model which surpassed the accuracy of the Arcsoft module and replaced it in all oneplus devices.
  • ◦ Worked on Portrait mode correction in oneplus camera and improved the depth-map prediction by exploiting the synergy between depth and semantic segmentation.
  • ◦ Worked on domain adaption in object detection, depth estimation, semantic segmentation, edge detection and reflection removal.
  • ◦ Technologies and Tools: Pytorch, Keras, TensorFlow
Keras

Samsung electronics

Machine Learning Intern

May 2018Jul 2018 · 2 mos · Noida, Uttar Pradesh, India

  • ◦ Developed a precaution system to alert parents if an infant child is in proximity to a dangerous object from live CCTV feed using object detection,age&gender estimation, and depth-maps.
  • ◦ Tools and Technologies: Keras
Machine LearningKeras

Education

The University of Texas at Austin

Master of Science - MS — Computer Science

Aug 2022May 2024

Indian Institute of Technology, Delhi

Bachelor of Technology - BTech — Mathematics and Computing

Jan 2015Jan 2019

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Naveen Reddy Vangala | Stackforce