Prasann Kumar

Software Development Engineer | Machine Learning | Data Engineer
Delhi, IN.

About

Highly motivated and results-driven Engineering Physics student with a minor in Computer Science, possessing hands-on experience in full-stack development and machine learning. Proven ability to build robust backend systems, secure APIs, and develop predictive models, consistently delivering quantifiable improvements in efficiency, security, and decision-making processes. Eager to leverage strong technical acumen and problem-solving skills in a challenging software development or machine learning engineering role.

Work

Sweetchange
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Software Development Intern

Delhi, Delhi, India

Summary

Spearheaded backend API development and security implementation for an e-commerce platform, enhancing system efficiency and data protection.

Highlights

Engineered and implemented 5+ robust REST APIs using Java Spring Boot for core functionalities like product listing and order creation, reducing frontend integration time by 25% through comprehensive Swagger documentation.

Developed and deployed JWT-based authentication to secure 100% of protected endpoints, establishing granular role-based access control and safeguarding sensitive product management operations.

REFO
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Machine Learning Intern

Noida, Uttar Pradesh, India

Summary

Contributed to a machine learning team focused on predicting loan defaults, significantly improving risk management and deploying a production-ready model.

Highlights

Collaborated with a 3-member team to develop and deploy a production-level machine learning model for loan default prediction, enhancing the startup's risk management capabilities by 20%.

Executed comprehensive data cleaning, preprocessing, and feature engineering, leveraging the Random Forest algorithm to boost model accuracy to over 90% with high recall values exceeding 0.9.

Education

Delhi Technological University (Formerly DCE)
Delhi, Delhi, India

Bachelor of Technology

Engineering Physics (Minor in Computer Science)

Grade: CGPA: 8.67

Courses

Machine Learning

Data Structures

Operating Systems

DBMS

OOPS

Abhinav Public School, Delhi
Delhi, Delhi, India

High School Diploma

CBSE (Class XII)

Grade: 88.6%

St. Angel's School, Delhi
Delhi, Delhi, India

High School Diploma

CBSE (Class X)

Grade: 96%

Awards

14th Position, Code Fusion 2.0 Hackathon

Awarded By

Chandigarh University

Secured 14th position out of 900+ participants in the Code Fusion 2.0 Hackathon, demonstrating exceptional problem-solving and rapid prototyping skills.

McKinsey Forward Fellowship Program Acceptance

Awarded By

McKinsey & Company

Accepted into the prestigious McKinsey Forward Fellowship Program, recognizing leadership potential and strategic thinking capabilities.

Skills

Programming Languages

C++, Java, Python, HTML, CSS, JavaScript.

Web Technologies & Frameworks

Spring Boot, REST APIs, JWT, HTTP/HTTPS, Swagger.

Machine Learning & Data Science

Machine Learning, Random Forest, Scikit-learn, Pandas, Data Cleaning, Preprocessing, Feature Engineering, Model Deployment, Loan Prediction.

Databases

MySQL, DBMS.

Developer Tools & Methodologies

Git, Multithreading, Object-Oriented Programming (OOPS), Data Structures, Operating Systems.

Problem Solving & Algorithms

Competitive Programming, LeetCode, GeeksforGeeks, 350+ Coding Problems.

Projects

JAVA HTTP SERVER

Summary

Engineered a multithreaded HTTP server using core Java to support various HTTP methods, dynamic file serving, and concurrent client handling.

Loan Prediction - Machine Learning Project

Summary

Developed and optimized an advanced machine learning model for loan allotment prediction, significantly improving traditional decision-making processes.