Hi, I'm a Freelance Developer

I am a dedicated 3rd Year BTech student specializing in Artificial Intelligence and Data Science. I bridge analytical precision with clean interface design to deliver intelligent systems, structured data analytics pipelines, and complete digital brand identities.

6+ Projects Completed
8+ Certifications
5 Core Services
Suganya Shenbagam — Portrait
Suganya
Shenbagam
Available
Expertise

Technical Proficiency

Core toolsets used across data, analytics, and software stacks.

Python & Machine Learning 90%
Deep Learning (TensorFlow) 85%
Data Science & SQL Pipelines 88%
Full-Stack Web Development 82%
UI/UX & Visual Design 80%
Power BI & Business Analytics 87%

Featured Projects

Selected engineering builds across deep learning, business analytics, and pipeline engineering.

NeuroVision AI

01 / COMPUTER VISION

A clinical-grade diagnostic computer vision system designed to classify brain MRI tumor categories and estimate severity.

Core Problem

Manual MRI scans require intensive clinical labor and are prone to human diagnostic variance, while conventional black-box deep learning models fail to explain their reasoning.

Solution

Combines convolutional neural networks (CNNs) with Explainable AI (Grad-CAM) to overlay interpretable activation heatmaps onto scans, paired with an automated engine that compiles and exports structured clinical PDF reports.

TensorFlow OpenCV Flask Python Grad-CAM

Sales & Revenue Analysis Dashboard

02 / BUSINESS INTELLIGENCE

An executive business intelligence suite built to track commercial performance across multiple sales channels and geographical markets.

Core Problem

Raw transactional data scattered across spreadsheets obscures regional dips, product revenue drivers, and quota pacing.

Solution

Integrates custom DAX calculations, dynamic time slicers, and interactive drill-downs to isolate top-performing SKUs, evaluate margin shifts, and forecast month-over-month revenue velocity.

Power BI DAX Excel Data Modeling

Customer Segmentation Engine

03 / MACHINE LEARNING

An unsupervised machine learning project grouping customer cohorts based on purchasing behaviors and engagement patterns.

Core Problem

Generic, blast marketing results in poor conversion because user bases feature diverse buying intervals, ticket sizes, and item affinities.

Solution

Applies feature scaling and clustering algorithms (K-Means) to historical transaction records, visualising clear behavioral customer personas to inform retention campaigns and personalized marketing.

Python Scikit-Learn Clustering Algorithms Power BI Pandas

Predictive Analytics Demand Forecaster

04 / TIME SERIES

A predictive modeling system engineered to forecast upcoming inventory needs and demand curves.

Core Problem

Reactive purchasing workflows trigger inventory stockouts during sudden demand spikes and costly overstock during slow cycles.

Solution

Analyzes historical logs with data preprocessing pipelines and trains multivariate regression and time-series models to predict cyclical trend movements with high accuracy.

Python Regression Time Series Forecasting Data Preprocessing

Data Sanitization & ETL Reporting Automation

05 / PIPELINE AUTOMATION

An end-to-end data pipeline that extracts messy tabular records, cleans them, and outputs standardized executive summaries.

Core Problem

Manual reconciliation, schema errors, and duplicate entries cause multi-day delays in recurring operational reporting.

Solution

Uses automated Python scripts to sanitize null fields, normalize data types, deduplicate records, and automatically feed clean tables into structured reporting dashboards.

Python Pandas Workflow Automation Power BI

Sales Operations KPI Matrix

06 / ANALYTICS

A real-time executive dashboard measuring regional quota attainment and performance benchmarks.

Core Problem

Operations teams lacked a single source of truth for tracking daily sales velocity, leading to slow operational decisions.

Solution

Features complex DAX metrics, SQL data pipelines, and responsive time-intelligence filters to give stakeholders an immediate visual audit of operational targets.

Power BI DAX SQL Data Modeling
Solutions

Services Offered

Production-oriented solutions tailored to your technical and business goals.

01

AI & Machine Learning

Custom deep learning architectures, computer vision pipelines, predictive classifiers, and Explainable AI (XAI) models tailored for domain applications.

02

Data Science & Business Analytics

Automated ETL processing, statistical modeling, exploratory data analysis, and real-time executive Power BI & DAX KPI dashboards.

03

Full-Stack Web Development

Clean, high-performance web applications and responsive landing interfaces engineered with modern web standards and database integrations.

04

UI/UX Design

Intuitive wireframing, high-fidelity prototypes, user journeys, and component systems optimized for usability, engagement, and conversion.

05

Logo & Brand Design

Distinct visual identities, vector brand assets, custom typography marks, and coherent brand guidelines that distinguish your products.

Inquiries

Let's Connect

Available for freelance consulting, research collaborations, and internships.

Email Suganyas2382006@gmail.com
Phone +91 9894796046
LinkedIn in/suganya-s-809231390
GitHub github.com/suganyas2382006-sketch
WhatsApp +91 9894796046
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