Available for Opportunities

Amarnath D.J.

B.Tech AI/ML @ SCTCE · Building intelligent systems that bridge research and production.

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
5+ Certifications
15+ Technologies
ADJ
Role Emerging AI/ML Engineer
Education B.Tech AI/ML, SCTCE
Location Thiruvananthapuram, Kerala
Email amarnathdj56@gmail.com
Phone +91 8138856629

Work Experience

Internship

Summer Intern

ICFOSS · Karyavattom, Trivandrum

June 2026 – Present

Project: ML-based Acoustic Rain Gauge

  • Developing an innovative acoustic rainfall estimation system using environmental audio recordings.
  • Implementing audio signal processing pipelines with Librosa for feature extraction (MFCCs, spectral descriptors).
  • Building and optimizing machine learning models to map ambient sound features to precise rainfall intensity levels.
  • Synchronizing acoustic recordings with mechanical rain gauge measurements to construct high-fidelity datasets.
LibrosaPythonMachine LearningAudio ProcessingTime Series

Tech Stack

🧠

AI & Machine Learning

Scikit-learn TensorFlow XGBoost SARIMA 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

Featured Work

🏃

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
🌧️

ML-Based Acoustic Rain Gauge

Developing an acoustic rainfall estimation system using audio signal processing, machine learning, and synchronized mechanical rain gauge measurements. The project predicts rainfall intensity directly from environmental audio recordings collected in real-world conditions.

Audio Processing Machine Learning Librosa Time Series Rainfall Prediction
In Progress
🔬

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
🏆

FIFA World Cup 2026 Predictor

Building a tournament simulation and prediction engine for the 2026 FIFA World Cup using team strength metrics, Elo Ratings, squad valuation data, and Monte Carlo simulations to estimate qualification probabilities and tournament winners.

Monte Carlo Simulation Elo Ratings Football Analytics Python Machine Learning
In Progress

Certifications & Education

🎓 Education

2023 – Present

B.Tech — Computer Science (AI & ML)

Sree Chitra Thirunal College of Engineering, Thiruvananthapuram

2008 – 2022

ICSE / 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

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!

Ready to collaborate?

Send Me an Email Download Resume