Uday Kumar Swamy

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About Me

Uday Kumar Swamy

Software Developer & Machine Learning Engineer

Experienced Product Engineer with 7+ years in software development, specializing in building scalable backend applications using Java, Spring Boot, Python. Adept at designing microservices, developing RESTful APIs, and deploying enterprise-grade systems on cloud platforms. Strong focus on performance, security, and clean code practices. .

Additionally skilled in machine learning, with experience integrating ML models into production pipelines using Python, TensorFlow, and PyTorch. Passionate about delivering reliable software solutions while leveraging data-driven insights when needed.

Machine Learning

Natural Language Processing (NLP) Predictive Modeling Image Processing Statistical Modeling Deep Learning Neural Networks MLOps Amazon Bedrock Generative AI Data Mining LangChain

Programming Languages

Python Java HTML CSS SQL

Tools & Technologies

NumPy Pandas Scikit-learn Tableau Hadoop Git Kubernetes NoSQL Power BI Kafka Docker PyTorch Snowflake OpenCV AWS SageMaker Spark Scala Spring Boot Microservices Airflow Terraform

Soft Skills

Effective Communication Problem Solving Critical Thinking Collaboration

Work Experience

Visualisation Lead(Internship)

Excelerate

July 2023 - Aug 2023

  • Crafted and executed a comprehensive data visualization strategy resulting in a 20% increase in stakeholder satisfaction, measured through improved understanding and engagement with campaign performance metrics and insights
  • Developed interactive dashboards using Tableau and Power BI, resulting in a 35% increase in advertising campaign performance through real-time insights, facilitating data-driven decision-making
  • Delivered compelling data visualizations to the marketing department and executive leadership, effectively communicating ad campaign insights with 80% user retention

Senior Product Engineer

Harman (A Samsung Company)

Feb 2020 - Jul 2023

  • Played a key role in gathering requirements across 5 teams and leading design efforts, involving coordination with stakeholders and creation of comprehensive design specifications
  • Executed Apriori-based market basket analysis, increasing repeat customer engagement, and cutting marketing costs by 20%
  • Engineered LSTM-based predictive model with 85% accuracy for retail price forecasting
  • Developed a Logistic Regression model for spam mail detection, serving as a pre-filter for a retail email parser, achieving 90% spam detection accuracy
  • Performed principal component analysis (PCA) resulting in a 20% reduction in dimensionality and effective feature extraction
  • Developed Product coding tool using spring boot, angular with 90% auto attribute fill rate
  • Expanded Circana’s YouTube Sales Lift Solution to measure Video Reach and View campaigns, including Shorts and In-feed ad formats

Associate Product Engineer

Harman (A Samsung Company)

Jul 2016 - Jan 2020

  • Initiated and executed custom web scraping workflows leveraging Python, SQLite, load-balancers, and Angular to simplify data acquisition and restructure efficiency, resulting in 90% cost savings
  • Conducted exploratory data analysis and eliminated 90% of anomalies in training data for a model
  • Provided dedicated support and maintenance for Ahold Supply Chain, guaranteeing smooth operations and prompt issue resolution throughout project lifecycle with less than 5% SLA violation rate

Education

Illinois Institute of Technology

Master of Science, Computer Science

Aug 2023 - May 2025

GPA: 3.6

Relevant Coursework: Machine Learning, Information Retrieval, Big Data, Data Preparation and Analysis

Visvesvaraya Technological University

Bachelor of Science, Computer Science

Jan 2011 - May 2015

GPA: 7.1

Relevant Coursework: OOP with Java, Python, Statistics, Data Structures, Operating Systems, Computer Networks

Projects

ColorSyncAI Recommender

ColorSyncAI Recommender

Mar 2025

Engineered an AI tool using OpenCV and OpenAI Turbo 3.5 to recommend color palettes via cosine similarity, streamlining design workflows for branding and digital art.

Built full-stack web app using Python Flask and HTML/CSS/JS, boosting user interaction by 40% and reducing development time.

Python OpenCV OpenAI API Flask HTML/CSS/JS
Essay Assistant

Essay Assistant

Feb 2025

Developed an AI-powered essay writing assistant using OpenAI's GPT-3.5 Turbo, enabling high-quality, structured essay generation for students, professionals, and content creators.

Designed to streamline content creation, diminishing essay drafting time by 50% while maintaining coherence and relevance across diverse topics.

NLP OpenAI API Python Web Development
Healthian Chatbot

Healthian Chatbot

Dec 2024

Built a health science PDF chatbot expanding NLTK and LLMs, achieving 92% accuracy and handling 1,000,000+ queries/day.

Implemented Named Entity Recognition (NER) to identify medical entities such as symptoms, diseases, and treatments with 95% accuracy.

NLTK LLM NER Python Healthcare

Certifications

AWS Certified Machine Learning Engineer – Associate

AWS

A validation of my expertise in designing, implementing, and maintaining machine learning solutions on AWS.

Python for Data Science

Simplilearn

Comprehensive training in utilizing Python for data analysis, visualization, and machine learning applications.

Get In Touch

Let's Connect

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision. Feel free to reach out through any of the following channels:

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