NKM

Open to opportunities

Hello, I'm Nishant

Building thoughtful software with intelligence.

Computer Science & Business Systems graduate focused on machine learning, deep learning, data science, and modern web development.

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nishant.ts

const focus = [
  "ML systems",
  "web products",
  "practical impact"
];

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in motion

01 / About

Curious by nature. Practical by approach.

I enjoy turning complex problems into practical software solutions. My work spans full-stack Flask applications, machine learning prediction systems, and graph-based deep learning for financial forecasting.

I bring a structured mindset to each build, grounded in OOP, SDLC, debugging, testing, and documentation—while staying curious about the ideas behind the system.

Technical focus

01Software Development

02Machine Learning

03Deep Learning

04Data Science

05Web Development

02 / Toolkit

Tools for shaping ideas into products.

A versatile technical foundation across development, data, and machine learning.

Programming

PythonC++CJavaJavaScript

Frontend

ReactNext.jsHTML5CSS3JavaScript

Machine Learning

scikit-learnPandasNumPyRandom ForestSVMLogistic Regression

Deep Learning

PyTorchPyTorch GeometricGraph Neural NetworksGCNGATGATConvLSTM

Backend / Web

FlaskSQLiteREST APIs

Tools

GitGitHubStreamlitPower BIJupyter Notebook

Concepts

SDLCOOPDebuggingTestingDocumentationTime Series AnalysisFinancial Forecasting

03 / Selected work

Projects built around real-world problems.

From intelligent career tools to graph-based forecasting systems.

CAREER
COPILOT

AI workspace

AI-Powered Job Search & Career Assistant

Career Copilot

A full-stack AI career platform that brings job discovery, resume analysis, skill tracking, and personalized recommendations into one workspace.

Resume analysis & automatic skill extraction
Job matching and AI-generated recommendations
Authenticated resume storage with PDF text extraction

Next.jsTypeScriptPostgreSQLPrismaGemini APISupabase

GitHub Live demo

MAE0.0621MSE0.0072

GAT / LSTM

Dynamic Graph Attention Networks

Stock Price Forecasting

A deep learning forecasting system that models adaptive relationships between financially similar stocks.

4-head GAT across 500+ stocks
Dynamic re-clustering every 60 days
23.7% lower MAE and 30.8% lower MSE

PythonPyTorchPyTorch GeometricGATConvLSTM

GitHub

AI-Based Symptom Checker Web Application

HealthCheck

A full-stack healthcare web application that provides probable disease suggestions from a symptom-to-disease mapping system.

User authentication and symptom history
First-aid recommendations
Automated PDF report generation

FlaskPythonSQLiteHTMLCSS

GitHub Live demo

Machine Learning Prediction System

Crop Yield Prediction

An interactive crop yield prediction system that uses soil and weather data for agricultural analysis.

Data preprocessing and feature selection
Model evaluation and visualization
Approximately 85% prediction accuracy

PythonRandom ForestPandasNumPyStreamlit

GitHub

Machine Learning Project

Diabetes Prediction

A healthcare dataset project comparing classification algorithms for diabetes prediction.

Classification model comparison
Feature validation
Performance testing and error analysis

PythonSVMLogistic Regressionscikit-learn

GitHub

Dugdheshwar Nath Mahadev Temple

Mandir Website

A spiritual showcase website with event information, a gallery, and a feedback form.

Google Translate integration
FormSubmit feedback form
Smooth scrolling responsive UI

HTMLCSSJavaScript

GitHub Live demo

04 / Education

A foundation in computer science and business systems.

2022 — 2026

SASTRA Deemed University

Bachelor of Technology — Computer Science & Business Systems

Thanjavur, Tamil Nadu

CGPA7.15/10

Relevant coursework

01Data Structures02Database Management Systems03Operating Systems04Object-Oriented Programming05Computer Networks06Web Development07Machine Learning

05 / Certifications

Learning with intention.

06 / Experience

Learning through applied research.

Virtual Internship / Simulation

JPMorgan Chase & Co.

Certificate

Completed a simulation focused on quantitative research methods, forecasting, and predictive modeling.

Practiced advanced Python and data analysisAnalyzed a book of loans to estimate default probabilityUsed dynamic programming to convert FICO scores into categoriesUsed categorical FICO information to predict defaults

07 / Contact

Let's build something meaningful.

Have a project, a role, or an idea worth exploring? I'd be glad to hear from you.

mauryank320@gmail.com LinkedIn GitHub