Amarnath D.J. | AI/ML Engineer & Full-Stack Developer

01 / About

Who I Am

I'm a B.Tech Computer Science (AI & ML) student at Sree Chitra Thirunal College of Engineering, Thiruvananthapuram, with hands-on experience building end-to-end machine learning pipelines and deploying production-grade web applications.

My work spans deep learning, computer vision, and data science — from real-time crowd monitoring systems with YOLOv8 to full-stack ML web apps. I'm actively building expertise in predictive modeling, MLOps, and data analytics.

Off the keyboard, I'm a competitive chess player — KTU A-Zone Chess Championship 2025 Runner-Up and SCTCE Inter-department Chess Champion 2025.

10+ ML Projects

3 Certifications

15+ Technologies

ADJ

Role Emerging AI Engineer

Education B.Tech AI/ML, SCTCE

Location Thiruvananthapuram, Kerala

Email amarnathdj56@gmail.com

Phone +91 81388566299

02 / Skills

Tech Stack

🧠

AI & Machine Learning

Scikit-learn TensorFlow XGBoost Regression Classification Clustering Model Evaluation

👁️

Deep Learning & Computer Vision

YOLOv8 ByteTrack CNN OpenCV Object Detection Object Tracking

📊

Data Science & Analysis

Pandas NumPy EDA Data Wrangling Statistical Analysis Data Cleaning

📈

Data Visualization

Matplotlib Seaborn Chart.js Plotly

💻

Languages

Python Java C SQL HTML

🚀

MLOps & Deployment

Flask FastAPI Streamlit Docker Render AWS Azure

03 / Projects

Featured Work

⚽

Pre-Match Player Rating Prediction

Full-stack ML application using XGBoost and Flask to predict football player match ratings using engineered performance metrics — rolling form, opponent strength, rest days.

XGBoostFlaskPythonFeature EngineeringDeployment

Featured

👁️

Vision-Based Crowd Footfall Prediction

Real-time crowd monitoring system using YOLOv8 and ByteTrack for detection/tracking, with SARIMA forecasting crowd flow from CCTV-derived time-series data.

YOLOv8ByteTrackSARIMAOpenCVTime-Series

Featured

🏃

Football Player Image Classification

AI-based football player recognition web app using feature-engineered ML — Wavelet Transform + PCA + Logistic Regression — deployed with Flask on Render.

WaveletPCALogistic RegressionFlaskRender

🏠

Bangalore Home Price Prediction

ML-based web app to predict real estate prices using regression models, with Flask APIs for real-time predictions integrated with a responsive frontend.

RegressionFlask APIPythonHTML/CSS/JS

🔬

ML Foundation Projects (10+)

Implemented core ML algorithms from scratch — Linear Regression, Logistic Regression, SVM, Random Forest — applied to housing price prediction, image classification, and more.

SVMRandom ForestLinear RegressionScikit-learn

⚡

Sports Analytics Visualizations

Interactive dashboards analyzing football metrics — goal scoring patterns, player creativity — using Python, Pandas, FastAPI, and Chart.js.

FastAPIChart.jsPandasSports Analytics

In Progress

04 / Background

Certifications & Education

🎓 Education

2023 – Present

B.Tech — Computer Science (AI & ML)

Sree Chitra Thirunal College of Engineering, Thiruvananthapuram

2008 – 2022

ISCE / ISC Board

Loyola School, Thiruvananthapuram

📜 Certifications

NPTEL · IIT Madras

Python for Data Science

Certificate of Completion

LEAP · IIT Madras

Reverse Engineering Bootcamp

Certificate of Completion

LEAP · IIT Madras

Automation with Arduino Bootcamp

Certificate of Completion

♟️ Achievements

🥈

KTU A-Zone Chess Championship 2025 Runner-Up

🥇

SCTCE Inter-Department Chess Championship 2025 Champion

♟️

SCTCE Chess Club Male Lead 2025/26

05 / Contact

Let's Connect

I'm actively looking for opportunities in AI/ML Engineering, Data Science, Data Analytics, and Full-Stack Development. Feel free to reach out!

✉️ amarnathdj56@gmail.com 📞 +91 81388566299 💼 LinkedIn Profile 🐙 GitHub Profile

Ready to collaborate?

Send Me an Email Download Resume