Machine Learning Software Engineer

Mithun S P

ASPRIRING SOFTWARE ENGINEER

**********@*****.***

+91-895*******

Bengaluru, Karnataka, IN 560037

www.linkedin.com/in/mithun-sp-63227927a

ResumeKraft.com

SUMMARY As a final-year B.E. student in Artificial Intelligence and Data Science, I build real-world projects using Python, FastAPI, and ReactJS to solve practical problems. I design intelligent systems that apply NLP, computer vision, and machine learning techniques to extract insights and automate tasks. I develop secure backend APIs, and use tools like Git, Jupyter, and Chroma DB to ensure performance and reliability. I collaborate in hackathons and academic teams to deliver innovative, scalable solutions. My passion for learning and applying modern AI tools ensures I contribute value from day one. SKILLS Python

Java

FAST API

Rest API

NLP

MySQL

CHROMA DB

HTML

CSS

TRANSFORMERS

MACHINE LEARNING

DEEP LEARNING

Problem Solving

Attention to Detail

Communication

Software Engineering

Principles

SDLC

TECHNICAL

EXPERTISE

Designed and implemented RESTful APIs and full-stack web apps using Python and FastAPI with responsive interfaces using ReactJS.

Built resume analyzers and job-match systems using NLP techniques like named entity recognition, embeddings, and transformers.

Developed computer vision solutions using object detection and tracking for real-time vehicle speed detection and reporting.

Integrated AI models using open-source tools to support production-grade logic and automated insights.

Collaborated in cross-functional academic teams to deliver clean, scalable solutions with real- world impact.

Practiced version control with Git and followed agile workflows for consistent feature delivery. Delivered visual reports and insights using Excel, Tableau, and Power BI for model validation and result communication.

Open to internships and entry-level roles in software development and AI/ML applications. Strong understanding of SDLC, database normalization, API security, and software architecture principles.

Enthusiastic about solving operational and inventory challenges in e-commerce and retail domains.

PROJECTS

Backend Developer Feb 2025 - Apr 2025

Financial AI Assistant

Implemented document ingestion pipelines and Q&A modules using FastAPI and ChromaDB. Applied embedding-based search and context-aware NLP for precise financial query responses. Achieved a 70% increase in document retrieval efficiency using optimized chunking and indexing strategies.

Software Developer Intern (Academic Simulation) Jun 2025 - Present AI-Powered Job Portal and Resume Analyzer

Designed secure, RESTful APIs for recruiter and candidate management using FastAPI. Created a dynamic frontend using ReactJS to support real-time role-based dashboards. Applied NLP techniques using spaCy and Hugging Face to parse and match resumes to job listings.

Ensured measurable impact: reduced manual screening time by 60% and improved job fit accuracy.

Computer Vision Developer Dec 2024 - Jan 2025

Speed Violation Detection System

Used YOLOv8 and DeepSORT for detecting and tracking vehicles across video frames. Built logic to calculate speed and flag violations, generating automated CSV reports. Integrated OCR for future license plate reading and enforcement system enhancement. EDUCATION

CMR Institute of Technology, Bengaluru Aug 2022 - Present Bachelors of Engineering in AI and DS

Relevant Coursework: Data Structures, Algorithms, Machine Learning, Operating Systems Academic Projects: Resume Parser, E-Commerce Chatbot, AI-Based Monitoring Systems LANGUAGES English

Kannada

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