B.TECH INFORMATION TECHNOLOGY · 2028

Hi, I'm Amrith

Aspiring ML Engineer | Data Science Enthusiast

I build practical software and machine-learning applications that turn data, models and ideas into useful products.

View Projects ↗Download Resume ↓

GitHub LinkedIn Email

Professional software development workspace with laptop and code

01Build
Learn
Solve
Repeat

DATA · SOFTWARE · ML

B.Tech ITDrMCET · 2028

8.2 CGPAUpto Semester 5

200+DSA target

ML / DSPrimary focus

01 / ABOUT

Engineering mindset.
Data-driven curiosity.

I'm an Information Technology student at Dr. Mahalingam College of Engineering and Technology, building my foundation across software engineering, data science and machine learning.

I enjoy taking a problem from idea → data → model → application, with a strong focus on learning by building.

02 / SELECTED WORK

Projects with a purpose.

ML · NLP · OCR · Apps

Laptop screen displaying code and data charts

01 · RECOMMENDER SYSTEM

MACHINE LEARNING · STREAMLIT

Movie Recommender System

Content-based recommendation using TF-IDF / CountVectorizer, serialized models and an interactive Streamlit interface.

Pythonscikit-learnTF-IDFStreamlit

Laptop with code in a professional workspace

02 · NLP

TEXT CLASSIFICATION

Cyberbullying Message Detection

Binary NLP classification pipeline with model comparison and a simple application layer for message prediction.

PythonNLPLogistic Regression

03 · OCR + NLP

OCR · NLP · HEALTH TECH

Medicine Strip Text Reader

OCR-based medicine text extraction with NLP and a dosage-reminder assistant concept.

PyTorchOCRFastAPI

04 · RECIPE ASSISTANT

RECIPE · INGREDIENTS · WEB APP

What Can I Cook?

A practical cooking assistant that helps users discover recipes from ingredients they already have.

PythonRecipesWeb App

Doctor examining a patient in a community setting

05 · HEALTH ACCESS

HEALTH · ACCESS · ASSISTANT

Rural Health Guide

A digital guide concept designed to make essential health information and local-care guidance easier to access.

PythonHealth TechWeb App

03 / CAPABILITIES

Technical toolkit.

Growing every week

PythonNumPy · Pandas · scikit-learn

CDSA · problem solving

JavaOOP · core programming

SQLIntermediate · DBMS

Machine LearningClassification · recommendation

NLPText classification · embeddings

Data AnalysisEDA · Matplotlib · Seaborn

Web DevelopmentHTML · CSS · JavaScript

DjangoBackend development

StreamlitML application interfaces

Git & GitHubVersion control · collaboration

DockerContainer fundamentals

04 / EXPERIENCE

Building experience
before the job title.

2026 — PRESENT

Independent ML & Data Science Development

Building end-to-end projects across recommendation systems, NLP, OCR and student-focused AI applications.

ONGOING

DSA & Placement Preparation

Focused practice in C, algorithms, SQL, DBMS, aptitude and interview-oriented problem solving.

2028 GOAL

ML / Data / Software Engineering

Preparing for entry-level roles where software engineering and data-driven problem solving meet.

DATA IN PRACTICE

From raw information to decisions.

ML · ANALYTICS · SOFTWARE

05 / CREDENTIALS

Learning milestones.

HackerRank SQLSQL fundamentals and query solving

Cisco Python EssentialsPython programming fundamentals

IBM / SkillsBuild LearningProfessional and technical learning pathway

06 / APPROACH

Think clearly.
Build deliberately.

Understand

Define the problem, user and measurable outcome.

Explore

Inspect data, research approaches and establish a baseline.

Build

Develop small, testable components and iterate.

Validate

Evaluate results and handle edge cases.

07 / CONTACT

Let's build
something useful.

Open to internships, project collaborations, learning opportunities and conversations around ML, Data Science and software engineering.

amrithsaravanan.s@gmail.com ↗

FOCUSMachine Learning
& Data ScienceIndia · Open to relocation