SentinelSecure
An AI/ML-based network intrusion detection and triage system developed for RΞDACT 2025.
SentinelSecure / supplied mediaPratham Handa · Software EngineerBuild things
Build things
that work.
I'm Pratham Handa — a software engineer building practical systems and AI-powered products across full-stack development, AI/ML and automation.
Currently buildingWingtern — an AI-powered student growth companion focused on helping students learn, plan and grow through personalized guidance and intelligent workflows.
The practice
Three ways I turn a problem into a system.
The through-line is practical engineering: understand the workflow, choose the right tools, and make the result usable.
01
Software engineering
Full-stack applications, APIs, integrations and workflows that are practical to operate.
02
AI / ML
Applied machine learning, computer vision, LLM integrations and intelligent systems.
03
Automation
Business-process automation, Google Workspace tooling and operational systems.
Selected work
Projects with a point of view.
Competitive builds and ongoing products, documented with the system decisions behind the interface.
SentinelSecure / supplied mediaWingtern
An AI-powered student growth companion focused on helping students learn, plan and grow through personalized guidance and intelligent workflows.
Wingtern / supplied mediaEcoStyle Agent
An AI-powered sustainability verification platform integrating application, backend and AI/ML workflows.
EcoStyle Agent / supplied mediaReal-world engineering
Systems have to work after the demo.
At Intellidea, I designed and implemented an automated assessment workflow connecting payment, access control, testing, evaluation, reporting and administration into one system.
01RegistrationEntry point
02Razorpay paymentVerified transaction
03Unique tokenAccess control
04Assessment48-hour window
05EvaluationAutomated workflow
06ReportGoogle Workspace
07AdministrationControls + audit logs
RazorpayToken generationRedeem + discount codes48-hour expirationAdmin controlsAudit loggingGoogle Apps ScriptGoogle Workspace
Experience
Close to the problem, close to the code.
A compact view of the roles and systems that shape how I work.
Evidence
The work has been tested outside this website.
Achievements are here as signals of effort and validation, not decoration.
Technical range
Tools I can discuss, not just list.
Languages
Java · Python · JavaScript · TypeScript · SQL
Frontend
React · Next.js · Tailwind CSS · Alpine.js
Backend
Node.js · FastAPI · REST APIs
AI / ML
OpenAI · Hugging Face · XGBoost · SHAP · Computer Vision
Platforms
Git · GitHub · Docker · Supabase · Firebase · Google Apps Script · Google Cloud
Currently building
Still in the loop.
A product is never just the shipped screen. It is the next question, the next iteration and the next useful constraint.
In active development
Wingtern
An AI-powered student growth companion for personalized guidance and intelligent workflows, built with Next.js, TypeScript, Supabase and OpenAI.
Ongoing product
OpenAI × Outskill
88 / 100 evaluation
OpenAI × Outskill
88 / 100 evaluation
A little context
Engineering with product thinking.
I enjoy working beyond implementation: understanding the underlying problem, simplifying workflows, considering the user experience and building solutions that are practical to operate.
I'm a software engineer and MCA student focused on full-stack development, AI/ML and automation — taking ambiguous problems, breaking them into technical systems and shipping something people can actually use.