Programming
Python, Java, SQL, Bash
YOUR FULL NAME
Fresher • B.Tech CSE — Artificial Intelligence & Machine Learning
City, State
your.email@example.com
+91-90000-00000
linkedin.com/in/yourprofile
github.com/yourhandle
your-portfolio.example.com
Summary
Entry-level software engineer focused on AI/ML. Strong in Python and Java, data structures and algorithms, and end-to-end ML workflows from data prep to model evaluation. Built projects in vision and NLP; comfortable with Git, Docker, and FastAPI. Looking for SWE or ML roles.
Education
B.Tech in Computer Science and Engineering (AIML) • Your University
Aug 2021 – May 2025 • City, State
Skills
ML & Data
scikit-learn, PyTorch, TensorFlow, Pandas, NumPy
Frameworks & APIs
FastAPI, Flask, REST, JSON
DevOps & Tools
Git, Docker, Linux, VS Code, Jupyter, Postman
CS Fundamentals
DSA, OOP, DBMS, OS, Networks
Projects
Real-Time Object Detection •
YOLOv8, PyTorch, FastAPI
- Built REST API for streaming inference; processed 25+ FPS on sample webcam feeds.
- Improved mAP@50 by 7% via augmentation and learning-rate scheduling.
News Title Classifier •
scikit-learn, TF-IDF
- Trained linear SVM for topic classification; macro-F1 0.86 on holdout.
- Implemented stratified CV and error analysis to reduce false positives.
Student Placement Insights •
Pandas, Matplotlib, SQL
- Analyzed trends and built simple predictors for CTC buckets.
- Automated data cleaning with reusable Pandas pipelines.
Internships / Experience
Machine Learning Intern • Company Name
Jun 2024 – Aug 2024 • Remote
- Implemented preprocessing and model training scripts; reproducible with seed control.
- Containerized service with Docker; documented API usage in README.
Achievements
- Top 10% in campus hackathon for vision project.
- Solved 150+ DSA problems on LeetCode.
Certifications
- Machine Learning Specialization — Coursera — 2024
- Deep Learning Fundamentals — 2024