SOFTWARE ENGINEER · HYDERABAD, INDIA

ABHINAY
NUKA.

I build things that solve problems,
not just look impressive.

Software engineer working at the intersection of automation, intelligent applications, and reliable systems. Curious by nature. Engineer by practice. Builder at heart.

SCROLL TO EXPLORE ↓INDIA · WORKING GLOBALLY
BUILD / LEARN / ITERATE
01 / SELECTED WORK

Proof of
curiosity.

A selection of things I've built, explored, and shipped — from system reliability to applied machine learning.

01 / SYSTEM ENGINEERING
endpoint-health / live
API HEALTH MONITOR● MONITORING
INTERVAL: CONFIGURABLEALERTS: EMAIL + TEAMS
FEATURED PROJECT 2026 ↗

Catch API failures
before users do.

Built a local proof-of-concept that runs scheduled API checks and flags failed responses, delivering automated alerts to Microsoft Teams and email so issues can be surfaced earlier.

API MonitoringAutomationScheduled JobsAlerts
Explore how it works ↗
02 / GENERATIVE AI
AI APPLICATION HACKATHON

BreakFree AI.

A behavioral coaching app prototype designed around personalized conversations, adaptive plans and future-self reflection. Built under hackathon constraints with an emphasis on validation and fallback behavior.

ReactTypeScriptExpressGenAI
Read the build story ↗
03 / MACHINE LEARNING
ML
DATA + MACHINE LEARNING RESEARCH

Parkinson's detection.

Explored machine-learning methods for classifying Parkinson's disease data using Python, SVM and logistic regression, with emphasis on preprocessing and comparative modeling.

PythonScikit-learnSVMClassification
Explore repository ↗
04 / CLIENT WORK
SP.STORY   WORK   CONTACT

Ideas into
products.

A digital presence built with purpose.

FREELANCE WEB DEVELOPMENT

Built for a real client.

Developed a polished portfolio site for a U.S.-based lawyer and startup founder, balancing visual storytelling, user experience and clear communication.

Web DevelopmentUI/UXClient Delivery
Visit client website ↗
05 / APPLIED DATA SCIENCE
grocer-genius / insights
SALES FORECASTINGMODEL / EXPERIMENT
DATA PREPFORECASTING
INTERNSHIP PROJECT 2024

GrocerGenius AI.

An AI-focused supermarket sales prediction project from my Infosys Springboard internship, exploring data preprocessing, analysis and predictive modeling for retail decision-making.

PythonData AnalysisMachine Learning
Explore repository ↗
FEATURED PROJECT / DEEP DIVE

Detect failures.
Alert earlier.

A practical API-health monitoring proof of concept built to shorten the time between a failed check and a developer becoming aware of it.

01 / THE PROBLEM

Failures were being discovered too late.

While debugging API issues, I noticed that developers might only learn about failed API responses after a client reported them. I wanted to surface the failures earlier through scheduled, repeatable checks.

02 / THE SOLUTION

Automated checks and notifications.

I built a locally running proof of concept that calls configured APIs on a recurring schedule, checks the responses and payloads for failures, and sends alerts through Microsoft Teams and email when a check fails.

03 / HOW IT WORKS

A simple feedback loop.

Schedule→Run API check→Evaluate response→Notify on failure

The interval is configurable—for example, every five or ten minutes—allowing repeated checks without manually testing each endpoint.

04 / CURRENT STATUS

A proof of concept, not production monitoring.

This implementation currently runs locally with a scheduler in the code. A natural next step would be moving it to a hosted environment with persistent logs, retries, alert deduplication, and a dashboard.

02 / THE PERSON BEHIND THE CODE

Always
building.
Always
becoming.

Portrait of Abhinay Nuka in a blue suit and tie
Abhinay Nuka · Software Engineer

I'm Abhinay — a software engineer who gets excited when a difficult problem turns into a simple, useful solution.

My journey spans software testing, automation, machine learning, freelance web development, and cloud exploration. I'm especially drawn to backend engineering and intelligent systems: the invisible infrastructure that makes great products feel effortless.

I care about understanding how things work, writing code that solves real problems, and moving from prototypes to dependable products. Outside the code, I bring an entrepreneurial mindset and a habit of learning by building.

01.I like ownership, not just task completion.
02.I build, test, debug, and improve.
03.I'm interested in technology with real-world impact.
03 / THE JOURNEY

Experience &
milestones.

Different environments, one direction: becoming a better engineer and building more meaningful software.

NOV 2025 — PRESENT
HYDERABAD, INDIA

Associate Software Engineer

Cubic Transportation Systems

Software testing and quality-focused engineering, with hands-on initiative in API reliability and automated failure alerting. Exploring ways to turn repetitive checks into useful engineering systems.

SEP — DEC 2024
INTERNSHIP

AI & ML Intern

Infosys Springboard

Worked on GrocerGenius, exploring data analysis and machine-learning workflows for supermarket sales prediction.

2023
FREELANCE

Web Developer

Independent Client Project

Collaborated on a professional web presence for a U.S.-based founder, connecting client needs with polished frontend experiences.

2021 — 2025
WARANGAL, INDIA

B.Tech, Information Technology

Kakatiya Institute of Technology & Science

Graduated in 2025. Served as Vice President of E-CELL and helped organize college technical events. Built a foundation in programming, databases, and problem-solving.

04 / THE TOOLKIT

What I work with.

Technologies I've used in projects, along with areas I'm actively developing deeper expertise in.

⌘

Languages & fundamentals

Python · C++ · Java · JavaScript · TypeScript · SQL · Data Structures & Algorithms

▤

Engineering & web

REST APIs · React · Express · HTML/CSS · Git · MySQL · Testing & Debugging

✳

AI & machine learning

Scikit-learn · SVM · Predictive Modeling · GenAI Prototyping · Prompt Engineering

☁

Cloud & systems

Google Cloud Labs · IAM · Cloud Networking · Kubernetes Fundamentals · Monitoring

↗

Automation & quality

API Health Checks · Scheduled Jobs · Teams/Email Alerts · Quality Assurance · Playwright & Vitest Exploration

◈

Currently going deeper

Backend Architecture · Cloud-Native Applications · Reliable AI Systems · Production Engineering

05 / WHAT'S NEXT?

Let's make
something
matter.

Have a challenging engineering problem, an interesting product idea, or a team building something ambitious? I'd love to connect. Open Gmail in your browser, or copy my email address to use in any email app.

Say hello — Write in Gmail ↗