Student Software Code Portfolios

Browse through production-grade systems engineered by CACTS mentees. No sandbox exercises - these are fully deployed apps with clean code structures and live public repositories.

pyrit_redteam_scan.py --target llm-staging PROMPT INJECTION: "Bypass system rules..." LLM01 NeMo Guardrail: Intercepted via Colang BLOCKED PyRIT Probe NeMo Guardrail LLM Core Risk Score: 0/100 | System Prompt Leak: 0% | OWASP Pass
AI Red Teaming

PyRIT LLM Guardrail Shield

Automated penetration testing pipeline probing GenAI endpoints for direct & indirect prompt injections, system prompt exfiltration, and NeMo guardrail enforcement, built during our 1-to-1 AI Red Teaming & Security Training.

Microsoft PyRIT
NeMo Guardrails
Spring Boot API Gateway Monitor GET /api/v1/auth/session 200 OK POST /api/v1/billing/pay 401 Auth Latency: 12ms
Java Fullstack

EduStream Gateway

A microservices API gateway integrating Spring Cloud, JWT-based security modules, and PostgreSQL clustering, built during our 1-to-1 Java Fullstack Training.

Java / Spring Boot
PostgreSQL
DevPulse Dashboard v1.0.0 (React + WebSockets) ACTIVE NODES 12 Online STAGING DEPLOY 99.9% Up WS Stream: connected LIVE
MERN Full Stack

DevPulse Dashboard

A live metrics portal charting server performance stats, built using WebSocket connections, Node/Express APIs, and React contexts in our Full Stack Training.

React / Node.js
MongoDB
Apache Spark ETL Data Pipeline CSV Input Spark ETL AWS S3 Redshift DB
Data Engineering

AutoLog ETL Pipeline

A streaming ETL architecture mapping data flows from public APIs, built using Apache Spark streaming and Python in our 1-to-1 Data Engineering Training.

Python / PySpark
AWS S3
Model Regression: FinLogic Predictor Score: 84%
AI & Machine Learning

FinLogic Predictor

A machine learning engine analyzing market credit risks, utilizing Scikit-Learn algorithms and FastAPI, developed in our 1-to-1 AI & ML Training.

Python / FastAPI
Scikit-Learn
kubectl get pods -n staging NAME READY STATUS AGE api-service-x4f2d 1/1 Running 14d auth-worker-92jd8 1/1 Running 4h billing-queue-32ff9 1/1 Running 18h database-proxy-8s23 0/1 Pending 1m AWS EKS OK
DevOps & Cloud

CloudScale K8s Setup

A Terraform and Kubernetes infrastructure setup automating node groups, developed during our 1-to-1 DevOps Engineering Training.

Terraform / Helm
AWS EKS
QueryVault custom B-Tree indexing [ 50 | 100 ] [ 15 | 32 ] [ 64 | 82 ] [ 125 | 240 ] Search logic splits partition routes by root keys.
Database Systems

QueryVault Engine

A low-level custom SQL parser and indexing engine written in Java, demonstrating storage mechanics and indexing in our 1-to-1 Java Fullstack Training.

Java Core
Custom File DB
Power BI Dashboard: Sales & Operations TOTAL REVENUE ₹4.82M ACTIVE ENROLLS 1,245 ACQUISITION RATE 84.5% Monthly Targets Enrollment by Stream Java (50%) MERN (30%) Data (20%)
Power BI & Analytics

Sales & Ops Dashboard

An interactive executive operations report built using complex DAX measures and model linkages in our 1-to-1 Power BI Analytics Training.

Power BI Desktop
DAX Modelling
python3 main.py --sync --verbose >>> import log_parser, sftp_client >>> log_parser.init(config='config.json') [INFO] Connecting to secure SFTP root... [SUCCESS] Connected. Fetching: nginx-access.log [PARSING] Reading log [====================] 100% WARNING: Flagged 24 unique IP hits exceeding rate limits. >>> sftp_client.upload_to_db(table="security_logs") [DB] Inserted 412 records. Processing completed in 1.45s.
Python Scripting

Secure LogVault Sync

A multithreaded Python command-line automation script parsing access patterns, engineered in our 1-to-1 Python Training.

Python CLI / SFTP
PostgreSQL / Logs
GeoTracker Mobile App (Expo CLI) Location Tracked Lat: 18.466 / Lon: 73.778
React Native

GeoTracker Mobile App

A cross-platform mobile location logging app built using React Native, TypeScript, and Expo device Location APIs in our 1-to-1 React Native Training.

React Native / Expo
GPS SQLite

Looking for Syllabus-Aligned Project Ideas?

Explore our curated libraries of enterprise project blueprints, visual BI dashboard models, and cloud automation configurations mapped to our 1-to-1 training curricula.

Power BI Dashboard Ideas DevOps Project Ideas Data Engineering Ideas Data Science Ideas Cybersecurity Ideas