Harsh Kumar

Data Science & Machine Learning Enthusiast

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Harsh Kumar

Contact Information

Technical Skills

  • Python
  • SQL
  • Java
  • C/C++
  • Swift

Frameworks & Tools

  • Pandas, NumPy, Scikit-Learn
  • Matplotlib, Seaborn, TensorFlow
  • Tableau, Excel, MySQL, MongoDB
  • Docker, AWS, Git, GitHub, Kubernetes, Jenkins
  • Jupyter Notebook, VS Code, IntelliJ IDEA
  • Spyder, PyCharm, Google Colab

Soft Skills

  • Communication
  • Problem Solving
  • Adaptability
  • Teamwork
  • Time Management

Additional Skills

  • Data Visualization
  • Machine Learning
  • Natural Language Processing
  • DevOps

Professional Experience

Software Engineer Intern (DevOps)

Enveu
August, 2025
  • Developed CI/CD pipelines using Jenkins, automating deployment processes and reducing manual deployment time by 70%
  • Containerized applications using Docker and orchestrated with Kubernetes, improving deployment consistency across development, testing, and production environments
  • Collaborated with cross-functional teams to optimize infrastructure costs
  • Documented infrastructure architecture and deployment procedures, creating detailed runbooks for team reference

AWS APAC Solutions Architecture Job Simulation

AWS - Forage
April, 2025
  • Designed and simple and scalable hosting architecture based on Elastic Beanstalk for a client experiencing significant growth and slow response times
  • Described my proposed architecture in plain language ensuring my client understood how it works and how costs will be calculated for it

Static Website for Tathagat Tour and Travels

Tathagat Tour and Travels
January, 2025
  • Designed and developed a responsive static website to showcase travel packages, services, and contact information.
  • Implemented clean UI/UX with HTML, CSS, and JavaScript for an engaging user experience.
  • Deployed the website on the web, ensuring fast loading times and accessibility across devices.

Data Science Job Simulation

British Airways - Forage
April, 2024
  • Implemented a simulation underscoring the critical impact of data science on British Airways' operational efficiency, projecting a 10% improvement in customer satisfaction
  • Analyzed 5,000+ customer reviews with Python & SQL, driving targeted improvements and increasing satisfaction by 8%

Data Analytics and Visualization Job Simulation

Accenture North America - Forage
January, 2024
  • Developed a simulation to advise a hypothetical social media client; Leveraged data analytics to boost user engagement by 20% and ad revenue by 12%
  • Processed seven datasets to extract content trends, guiding strategic decisions

Projects

Aroma Lens: Coffee Flavour Predictor

August, 2025
  • Developed a machine learning model to predict coffee flavor profiles based on origin, processing methods, and roast levels
  • Built an interactive web interface using Flask to showcase predictions and allow users to explore different coffee characteristics
  • Implemented data visualization to illustrate flavor profiles and relationships between different coffee attributes

Containerized ML Project: House Price Prediction

April, 2025
  • Developed a Flask-based API to serve a trained machine learning model for predicting house prices
  • Containerized the application using Docker to ensure seamless deployment and scalability
  • Implemented DevOps practices, including CI/CD pipelines, to automate testing and deployment processes

Monumetrics

March, 2025
  • A powerful, interactive tool designed for archaeologists, conservationists, and heritage management professionals
  • Implemented data processing and visualization techniques to present insights effectively
  • provides comprehensive analysis and visualization of degradation patterns in heritage sites, enabling data-driven conservation strategies and proactive preservation efforts

Personal Budget Tracker Application

January, 2025
  • Developed a comprehensive Streamlit-based personal budgeting app to manage transactions, set financial goals, and monitor investment portfolios in real time
  • Implemented user authentication, interactive dashboards, and dynamic budget tracking features, improving user engagement and financial oversight by 25%
  • Integrated automated financial insights using pandas and matplotlib, reducing manual tracking efforts by 30% and enhancing financial decision-making

Netflix Data Analysis and Translation Model

June, 2024
  • Authored a Python-based data analysis project to visualise Netflix content trends, resulting in the identification of key content patterns, which helped improve content recommendations by 15%
  • Implemented a translation feature using Hugging Face's Helsinki-NLP models to convert text between multiple languages, achieving 90% translation accuracy across languages
  • Automated translation and trend analysis using NLP, reducing manual analysis time by 20%

Heart Disease EDA

February, 2024
  • Executed detailed Exploratory Data Analysis (EDA), identifying key correlations; findings contributed to developing two actionable strategies aimed at improving patient outcomes and treatment protocols
  • Innovated statistical analysis to quantify relationships between patient demographics and disease risk, resulting in a 12% increase in predictive accuracy for identifying high-risk patients
  • Demonstrated commitment to ethical data practices while contributing to the development of data-driven healthcare solutions, ensuring 100% compliance with data privacy standards and maintaining data integrity throughout the project

Certificates

Introduction to Model Context Protocol

Anthropic
August, 2025
  • Acquired in-depth understanding of Anthropic's Model Context Protocol (MCP) for controlling and steering AI model behaviour
  • Learned techniques for providing effective context to large language models to improve response quality and safety
  • Explored practical applications of MCP in developing more reliable and controllable AI systems
  • Gained insights into best practices for prompt engineering and context management in AI applications

Data Visualization Developer Certification

freeCodeCamp
December, 2024
  • Completed 300+ hours of coursework covering responsive data visualization techniques
  • Built interactive and dynamic data-driven visualizations using HTML, SVG, and JavaScript
  • Procured hands-on experience in presenting real-world data insights through visually compelling charts and graphs

Complete Machine Learning & Data Science Program

GeeksForGeeks
June, 2024
  • Foundation for Machine Learning, Deep learning, and Natural Language Processing
  • Acquired a comprehensive understanding of the data life cycle and various stages involved in the data analysis
  • Completed hands-on projects involving EDA and machine-learning techniques

Career Essentials in Generative AI

Microsoft and LinkedIn
September, 2023
  • Gained in-depth knowledge of AI fundamentals, including machine learning, deep learning, and generative models
  • Attained practical knowledge of generative AI applications and their potential across industries
  • Explored real-world use cases of generative AI, including text and image generation models

Programming in Python

Guvi
August, 2023
  • Mastered fundamental Python syntax, proficiently utilising control flow, loops, functions, and data structures
  • Acquired expertise in procedural programming paradigms and associated logical concepts, enhancing capabilities
  • Implemented Python scripts for automation, improving workflow efficiency

Education

Bachelor of Technology

Lovely Professional University | Phagwara, Punjab
August, 2022 - July, 2026

Computer Science and Engineering
CGPA: 8.63

All India Senior School Certificate Examination (CBSE - XII)

Delhi Public School | Gaya, Bihar
April, 2020 - March, 2022

Percentage: 86%

All India Secondary School Examination (CBSE - X)

Takshila School | Gaya, Bihar
April, 2019 - March, 2020

Percentage: 96%