Pandu Gugulothu

Machine Learning Engineer

Hyderabad, Telangana, India9 yrs experience
Highly StableAI Enabled

Key Highlights

  • 8+ years of experience in Machine Learning engineering.
  • Expert in deploying ML models on cloud platforms.
  • Proficient in advanced vector search techniques.
Stackforce AI infers this person is a Machine Learning Engineer with expertise in cloud-based AI solutions and advanced ML techniques.

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Skills

Core Skills

Large Language Models (llm)Machine LearningCloud ComputingSoftware Development

Other Skills

AI/ML modelsAWSAmazon Web Services (AWS)CC++CloudComputer VisionComputer visionContainersDeep LearningEdge devicesGRC enterprise applicationsJ2EEJavaJava Enterprise Edition

About

A passionate Machine Learning Engineer with 8+ years of experience in development of ML models and deploying them as endpoints in the cloud. Created and Deployed end to end ML pipelines in AWS/GCP. Well versed with Spark, AirFlow, Dataproc, Step functions. Experienced in Vector search advanced techniques like Hybrid Search and Cascading Retrieval with embeddings at high scale. Well versed with RAG and vector databases like Pinecone. Self-hosted opensource LLMs (Llama models) using Hugginface TGI, vLLM, TensorRT-LLM. Well versed with the Large Language Models (LLMs) and trained GPT and BERT models from the scratch. Well versed with application development using OpenAI and Anthropic API.

Experience

Zoominfo

Senior Machine Learning Engineer

Jul 2024Present · 1 yr 8 mos · India · Remote

  • Serving Self-hosted LLMs using TGI, vLLM, TensorRT-LLM.
Self-hosted LLMsTGIvLLMTensorRT-LLMLarge Language Models (LLM)Machine Learning

Qualcomm

2 roles

Sr Lead Engineer, AI/ML

Dec 2023Jun 2024 · 6 mos · Hyderabad, Telangana, India

Senior Engineer

Nov 2021Dec 2023 · 2 yrs 1 mo · Hyderabad, Telangana, India

  • Development and deployment of AI/ML models securely from Cloud to the edge devices.
AI/ML modelsCloudEdge devicesMachine LearningCloud Computing

Metricstream

2 roles

Senior ML Engineer

Promoted

Nov 2019Jun 2021 · 1 yr 7 mos

  • Involved in AI/Ml models development and deployment ML pipelines in AWS. Integrated AI/Ml endpoints with GRC enterprise applications.
AI/ML modelsML pipelinesAWSGRC enterprise applicationsMachine LearningCloud Computing

Software Engineer

Aug 2016Oct 2019 · 3 yrs 2 mos

  • Involved in platform development for enterprise applications and leveraging Machine learning to build smart applications. Hands-on experience with technologies like NLP, deep learning, J2EE, oracle, NOSQL and RESTFul webservices.
Machine LearningNLPDeep LearningJ2EEOracleNoSQL+2

Education

Indian Institute of Technology, Kharagpur

Master of Technology (M.Tech.) — Visual Information Processing and Embedded Systems

Jan 2014Jan 2016

RAJIV GANDHI UNIVERSITY OF KNOWLEDGE TECHNOLOGIES, NUZVID

Bachelor of Technology (B.Tech.) — Electronics and Communications Engineering

Jan 2010Jan 2014

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