SK
Product Builder

 

Building systems that solve real business problems

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01

How I Work

Shenbaga Krithika

Every project starts with the same question: What problem are we actually trying to solve?

Before thinking about technology, features, or implementation, I focus on understanding the business context, the users involved, and the outcome the solution is expected to create.

Through building projects and working on real-world implementations, I’ve developed a strong appreciation for the relationship between technology, business goals, and user needs. The most effective solutions are often the ones that balance all three.

Building effective solutions requires more than technical execution. It requires understanding the problem, the people involved, and the objectives that drive the business forward.

Every website, platform, and system is ultimately a business asset. The goal is simple: build something that not only works, but creates value, improves experiences, and supports long-term growth.

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Systems Built
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Research Works
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Featured Implementations

01

Tamil Entrepreneur Academy

Business Education Platform

Challenge:
The academy needed a unified digital platform capable of presenting multiple programs, learning pathways, and community initiatives without overwhelming prospective students.

Solution:
Designed and developed a conversion-focused website that simplifies discovery, improves offer clarity, and creates a structured journey from first visit to program enrollment.

Website Architecture User Journey Design Conversion System
02

Instrutech Solutions

Industrial Instrumentation Specialist

Challenge:
Instrutech needed a digital presence that could present a wide range of instrumentation and engineering products for industrial buyers, OEMs, EPCs, refineries, and process-sector decision makers without making the experience feel cluttered.

Solution:
Built a structured industrial website that organizes technical product categories, strengthens credibility, and supports enquiry-driven buyer journeys through clear navigation, product visibility, and trust-focused content.

Industrial Positioning Product Architecture Supply Partner
03

White Coat Marketing Company

Healthcare Marketing Website

Challenge:
The brand needed a professional healthcare-focused website that could speak directly to doctors, clinics, and hospitals while building trust in a niche where credibility, clarity, and ethical positioning matter deeply.

Solution:
Developed a focused service website that communicates the agency's healthcare specialization, positions its marketing services around patient appointment growth, and creates a more reliable first impression for medical business owners.

Healthcare Positioning Service Clarity Trust-Led Design
04

Grow Tamil Entrepreneur Academy (TEA Affiliate)

Affiliate Growth Platform

Challenge:
Tamil Entrepreneur Academy needed a scalable system to manage its affiliate ecosystem beyond lead generation. The platform had to provide partners with visibility into referrals, commissions, payouts, training resources, and performance tracking while maintaining a simple user experience.

Solution:
Designed and developed a dedicated affiliate platform that enables growth partners to track referrals, monitor earnings, access program resources, and manage their affiliate journey through a centralized dashboard. The system transforms affiliate management from a manual process into a structured and scalable growth engine.

Affiliate Platform Commission Management Partner Dashboard
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Selected Work

🥽

VR Sandbox for Vision Crafting & Choice Experimentation

An immersive virtual reality environment designed to simulate real-world decision-making scenarios. Users interact with dynamic environments where choices trigger realistic consequences, enabling experiential learning and behavioral observation. Features customizable modules, real-time feedback, and AI-driven data capture for training, research, and psychological analysis.

VRAISimulation
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🤖

Machine Learning Based Intrusion Detection System

Built an end-to-end IDS that captures network packets, extracts traffic features, and applies machine learning models to detect malicious and anomalous activity. Implemented data preprocessing, model training, and performance evaluation to improve detection accuracy and reduce false positives.

Machine LearningCybersecurityIDS
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⚙️

Enhanced Feature Selection Techniques for Machine Learning

As part of the machine learning pipeline, a custom feature selection framework was developed to enhance model accuracy, reduce overfitting, and optimize training time. The framework evaluated multiple feature selection techniques including mutual information, recursive feature elimination (RFE), and correlation-based filters to identify the most predictive variables across datasets like resume_data.csv, job_train.csv, and labor market statistics.

Machine LearningFeature SelectionData Science
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🧠

AI and VR Based Framework for Emotional Harmony

The project successfully developed an intelligent mood enhancement system that leverages real-time physiological data such as heart rate, galvanic skin response, and motion metrics collected via wearable devices to assess emotional states and dynamically deliver personalized virtual reality environments.

AIVRWearables
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📄

Resume-Based Career Mapping System

The project resulted in the successful development of an intelligent system that analyzes resumes to extract skills, experience, and education, and then matches users to the most suitable job roles in real time. The system dynamically generates personalized career paths by identifying skill gaps and recommending targeted learning resources and projects from curated course databases.

Resume AnalysisCareer MappingRecommendation System
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📈

Microplastic Concentration Analysis Using Machine Learning

Analyzed environmental and geospatial datasets to study microplastic concentration in Indian water bodies. Performed data preprocessing and feature engineering, and applied machine learning models to identify pollution patterns and high-risk regions through spatial analysis.

Machine LearningGeospatial AnalysisEnvironmental Data
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🏥

Clinical AI Copilot for Intelligent Decision Support

Designed and developed an AI-powered clinical copilot capable of parsing FHIR-based patient data, filtering medically relevant information, and generating evidence-backed care recommendations. The system integrates retrieval-based reasoning, guideline-aware response generation, and structured clinical workflows to support explainable healthcare decision-making.

Healthcare AIFHIRClinical Systems
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💻

OopsCompiler- Interactive C/C++ Learning Platform

Built an interactive compiler-based training platform focused on simplifying C and C++ learning through hands-on experimentation, execution visualization, and guided problem solving. The platform combines browser-based code execution, debugging assistance, and concept-driven learning workflows to make programming fundamentals more intuitive and engaging.

Compiler DesignC/C++EdTech
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🧩

BiasBuster- Intelligent Copy Audit & Optimization System

Engineered a modular copy analysis system designed to evaluate marketing and sales content for clarity, persuasion strength, emotional resonance, and structural effectiveness. The platform uses design-pattern-driven architecture to perform sequential content audits, generate optimization insights, and dynamically rewrite messaging for different communication goals.

System DesignAI WritingDesign Patterns
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Capabilities

Strategy & Systems
01
Business Analysis Systems Thinking Solution Design User Journey Mapping Business Process Design
Web & Product Development
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Website Development Product Development Full Stack Development Platform Development
Business & Technology
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Website Architecture Platform Design System Planning Process Optimisation
Engineering & Research
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Research Writing Machine Learning System Design Problem Solving
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Start a Project

Looking to build a website, platform, or business system?

Share what you're building, what problem you're trying to solve, and where you need support. I'll review the context and get back with a practical next step.