Manish Vemula

Manish Vemula

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Machine Learning Engineer at Discover
Ypsilanti, Michigan, United States

Timeline


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Résumé


Jobs verified_user 0% verified
  • Discover
    Machine Learning Engineer
    Discover
    Sep 2024 - Current (2 years 2 months)
    • Developed and deployed full ML workflows with FastAPI, Flask, TensorFlow, and PyTorch, reducing deployment cycle by 30%.
    • Built scalable NLP pipelines using Hugging Face, BERT, and NLTK, improving classification accuracy by 25%.
    • Designed and trained VAEs + LSTM models for fraud detection, increasing detection accuracy by 30%.
    • Deployed models on AWS SageMaker, GCP Vertex AI, and BigQuery, cutting infrastructure costs by 25%.
    • Automated CI/CD with Jenkins + GitHub Actions, ensuring consistent and rapid model releases.
    • Integrated Generative AI and LLMs (GPT, LangChain) into NLP pipelines, enhancing summarization, query handling, and customer insights by 20%.
    • Optimized relational databases (PostgreSQL,
  • Nexova IT Solutions
    Associate Machine Learning Engineer
    Nexova IT Solutions
    May 2020 - Jul 2022 (2 years 3 months)
    • Managed full-cycle ML development projects with Agile methodology, ensuring on-time scalable solutions.
    • Developed a customer churn prediction model with Random Forest & XGBoost, achieving 90% accuracy.
    • Applied ensemble methods (XGBoost, CatBoost) to strengthen predictive analytics for business forecasting.
    • Implemented deep learning NLP (LSTMs, embeddings), improving chatbot sentiment classification by 18%.
    • Built ETL pipelines and automated workflows with Python, SQL, and Scikit-learn.
    • Migrated legacy systems to microservices (Docker), reducing costs by 15% and improving uptime by 20%.
    • Deployed ML solutions on AWS (Lambda, S3) and Azure ML for scalable cost-efficient applications.
    • Created in
Education verified_user 0% verified
  • Central Michigan University
    Master of Business Administration - MBA
    Central Michigan University
    Aug 2024 - May 2025 (10 months)
  • Central Michigan University
    Master's degree, Information Technology
    Central Michigan University
    Jan 2022 - Dec 2024 (3 years)
  • JNTUH College of Engineering Hyderabad
    Bachelor's degree, Computer Science
    JNTUH College of Engineering Hyderabad
    Jan 2017 - Dec 2021 (5 years)
Projects (professional or personal) verified_user 0% verified
  • S
    Student Registration Management System
    • Developed using Python Tkinter with SQLite3 database integration. • The system includes student and admin functionalities.
  • H
    Hotel Booking Demand Analysis and Prediction
    • Analyzed hotel booking data using R, cleaned the dataset, and predicted cancellations with Random Forest. • Visualized trends with ggplot2.
  • T
    Tableau Iron Viz Competition
    • Showcased expertise in data visualization and analytics. • Utilized Tableau to create innovative visualizations based on real-world datasets.