Rishi Rai

Architecting production-grade full-stack systems and ML pipelines that ship to real users. From IIT Patna research labs to Wipro-hardened enterprise infrastructure — I build things that scale and endure.

Rishi Rai — AI Engineer, IIT Patna
EXPERIENCE
Wipro Ltd.
Infra Security · 2026
EDUCATION
IIT Patna
MTech AI & DS · 2025
50+
ACTIVE USERS
AZURE CERTIFIED
IIT
PATNA MTECH AI & DS
80%
AUTOMATION @ THALES

The Architect Behind
the Code

I'm an AI-first full-stack engineer at IIT Patna, sitting at the intersection of production-grade web systems and applied machine learning. My work doesn't live in notebooks — it ships to real users.

At Thales DIS Technology, I engineered a Linux PAM authentication module in C — cutting manual verification steps by ~40% in the test environment and automating team workflows to reduce manual effort by 80% with zero regressions.

At Wipro, I hardened enterprise infrastructure: configuring Palo Alto firewalls with AppID/URL filtering, running live ARP-poisoning attacks on Active Directory using Kali Linux, and applying CIS Benchmark controls across lab networks.

My projects live in production. DevTrack serves 50+ active developers; NOTE-MINT runs entirely client-side with sub-second load; my Attrition ML System uses XGBoost + SHAP for real-time explainable risk scoring — Dockerised and deployed.

Certifications

Microsoft Certified: Azure Data Fundamentals (DP-900)
Microsoft Certified: Azure Fundamentals (AZ-900)
Microsoft Certified: AI Fundamentals (AI-900)

Focus Areas

AI / MLFull-Stack SDEData ScienceCloud SecurityNLPOpen SourceSDE Prep

MTech AI & DSE

IIT Patna
Computer Science & Engineering

BTech CSE

GLA University, Mathura
Data Analytics Specialisation

Infra Security Trainee

Wipro Limited
AD · Palo Alto · Kali Linux

SWE Intern

Thales DIS Tech Pvt. Ltd.
Linux PAM · Python · Bash
80%
Workflow Automation at Thales DIS
Python + Bash scripting · 20+ edge-case tests written · zero regressions on handoff

Where I've
Shipped

Wipro Limited
Infrastructure Security Trainee
Remote
CIS
Benchmark Controls Applied
  • Built Windows Server 2022 AD domain with DNS, DHCP, and PowerShell process-monitoring.
  • Configured Palo Alto firewall rules — AppID blocking, URL filtering, firewalld port hardening.
  • Ran ARP poisoning and credential-harvesting attack on live AD using Kali Linux.
  • Deployed Squid proxy; blocked 3 domains, captured traffic logs for audit.
  • Applied CIS Benchmark controls; scanned lab network with Infection Monkey; analysed exposure report.
  • Encoded PowerShell payload via CyberChef; detected execution in Windows event logs.
Thales DIS Technology Pvt. Ltd.
Software Engineering Intern
Noida, India
80%
Manual Effort Reduced via Automation
  • Built a Linux PAM module in C with multi-factor authentication — cut manual verification steps by ~40% in the test environment.
  • Automated team workflows with Python and Bash scripts, reducing manual effort by 80%.
  • Wrote 20+ edge-case tests with zero regressions on handoff.

Production
Projects

Each project ships to real users or enterprise environments. Code quality, measurable impact, production-grade architecture.

Sep 2025

DevTrack

Coding journal with streak tracking, visual insights & public portfolio sharing.

Production app serving 50+ active developers. Streak analytics, tag-based progress logging, Chart.js learning-pattern dashboards, and public portfolio export — all backed by PostgreSQL + Supabase with real-time sync.

Next.js 15Node.jsPostgreSQLSupabaseChart.jsTailwind CSS
50+
ACTIVE USERS
6 libs
TECH STACK
Real-time
DATA LAYER
Jan 2026

Employee Attrition Prediction

ML system scoring attrition risk per employee with full SHAP explainability.

Probabilistic risk scoring with real-time inference via Flask API. Interactive analytics dashboard visualises SHAP feature importance. Fully Dockerised for one-command deployment — production-ready ML pipeline.

PythonXGBoostscikit-learnSHAPFlaskDockerPandas
XGBoost
MODEL
SHAP
EXPLAINABILITY
Docker
DEPLOYMENT
Oct 2025

NOTE-MINT

Zero-tracking, session-only notes with instant PDF export — no accounts ever.

Runs 100% in-browser. Tab close clears all data. Sub-second load time, single-click PDF export via PDF.js. TypeScript-first architecture with zero backend, zero storage, zero surveillance.

TypeScriptReactsessionStoragePDF.jsTailwind CSS
<1s
LOAD TIME
Zero
BACKEND
Complete
PRIVACY

Technical
Arsenal

Every skill below has shipped to production or powered IIT Patna research. No padding — only what I've used.

JavaPythonTypeScriptSQLBash/ShellPowerShellC

Frontend & Full-Stack

React.js / Next.js90%
TypeScript / JavaScript ES6+88%
Tailwind CSS / HTML590%
REST API Design85%

AI / ML & Data Science

Python · scikit-learn · XGBoost85%
Deep Learning & NLP75%
SHAP Explainability78%
Pandas / Data Analysis83%

Databases & Cloud

PostgreSQL / Supabase83%
MongoDB78%
Microsoft Azure72%
Docker & Deployment76%

Infrastructure & Security

Linux / Bash / PowerShell82%
Git & GitHub88%
Palo Alto Firewall / AD70%
Kali Linux / Pen Testing68%

AI Research Coursework

Advanced ML · Deep Learning · NLP · Optimisation Techniques · Probability & Statistics

SDE Core Computer Science

Data Structures & Algorithms · DBMS · OS · Computer Networks · OOP

Language Arsenal

Java · Python · TypeScript · SQL · Bash · PowerShell · C — production-tested across all

Let's Build
Scalable AI Together

Open to SDE roles, AI / full-stack collaborations, and freelance projects. Response within 24 hours.

Send a Message