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Dedicated Machine Learning Engineer with expertise in Computer Vision, Natural Language Processing, Cloud Computing,and MLOps. I bring extensive hands-on experience in developing AI models, fine-tuning, and orchestrating continuous machine learning pipelines. Passionate about solving problems that combine AI, mathematics and software engineering.

Basics

Name Uma Maheswara Rao Meleti
Email maheshmeleti350@gmail.com
Phone (864) 765-7139
Url https://maheshmeleti.github.io/

Work

  • 12.2020 - 12.2022
    Lead Engineer - A.I
    Aira Matrix
    Worked on Deep learning for drug discovery and cancer research.
  • 06.2019 - 12.2020
    Machine Learning Engineer
    Brane Enterprises
    Worked with the early-stage start-up on various AI projects.
  • 05.2024 - 08.2024
    Machine Learning Intern
    Musco Sports Lighting
    Developed computer vision software for a AI-based sports assistance product.
  • 01.2023 - 08.2024
    Graduate Research Assistant
    School of computing - Clemson University
    Research on video-based machine learning for drone-based wild-fire management.
  • 01.2023 - 12.2024
    Graduate Teaching Assistant
    School of computing - Clemson University
    Assisted Cloud Computing, Discrete Math., Data Structures & Algorithms courses.

Education

  • 2023.01 - 2024.12

    Clemson, USA

    Masters
    Clemson University
    Computer Science
    • CPSC 6820 AI Autonomous Vehicles
    • CPSC 8430 Deep Learning
    • MATH 8050 Data Analysis
    • CPSC 6440 Cloud Computing Architecture
    • CPSC 6620 Database Management Systems
    • CPSC 8420 Advanced Machine Learning
    • CPSC 6720 Software Development Methodology
    • CPSC 8570 Network Technologies Security
    • CPSC 8650 Data Mining
    • CPSC 8810 Machine Learning-based Image Synthesis
  • 2015.06 - 2019.04

    Nuzvid, India

    Bachelors
    IIIT-RGUKT
    Electronics and Communication Engineering
    • Probability and Stochastic Processes
    • Programming and Data Structures
    • Engineering Mathematics
    • Engineering Physics
    • Java & OOPS
    • Artificial Intelligence
    • Analog & Digital Electronics
    • Micro Processors & Micro Controllers
    • Very Large Scale Integration Design
    • Analog & Digital Communications
    • Pattern Recognition
    • Embedded Systems

Certificates

Solutions Architect
Amazon Web Services 2024-12
MLOps
Duke University 2024-11
Deep Learning
Deep Learning.ai 2018-10
Machine Learning
University of Washington 2018-10

Volunteer

  • 2016.07 - 2018.04

    Nuzvid, India

    volunteer
    Internationla and Alumni Relations Cell
    As a volunteer with the International and Alumni Relations Cell, I actively enhanced the university's external relationships by collecting and managing alumni data. I contributed to organizing alumni events and fostering meaningful connections between alumni and the university community. Additionally, I was instrumental in fundraising initiatives, supporting the cell's mission to build and sustain a strong, supportive alumni network.
  • 2014.08 - 2019.04

    Nuzvid, India

    Representative
    Helping Hands
    As a volunteer with Helping Hands, a non-profit organization focused on supporting underprivileged students, I actively participated in fundraising efforts. I organized weekly donation drives, collecting and submitting all contributions promptly. Beyond fundraising, I carefully reviewed and validated student aid requests to confirm their authenticity before recommending them for organizational support. My work provided educational assistance and opportunities for needy students through these efforts.

Awards

Skills

Areas of Expertise
General Machine Learning
Computer Vision
Natural Language Processing
MLOps
Generative A.I
Software Engineering
Programming Languages
Python
R
C++
Java
MATLAB
SQL
Shell script
MLFrameworks
Pytorch
TensorFlow
OpenCV
CUDA
Scikit-Learn
PEFT
LoRA
SFT
LangChain
LlamaIndex
Tools & Systems:
AWS
GCP
Azure
Git
Docker
Linux
ONNX
Flask
FastAPI
Data-Version-Control (DVC)
MLflow

Languages

Telugu
English
Hindi