AOAyush Ojha
Open to SDE roles · 2026

Ayush Ojha

Engineer. Researcher. Builder.

Building agentic AI systems, evaluating AI-generated UI, and shipping under constraints. B.Tech Computer Science student at NIT Rourkela and former SURGE intern at IIT Kanpur.

About me

Building with craft and restraint.

I am a third-year Computer Science and Engineering student at the National Institute of Technology, Rourkela, studying under the prestigious, full-ride COMPEX Scholarship awarded by the Embassy of India (selected from 9,000 national applicants).

My focus lies at the intersection of agentic AI systems, transactional data mining, and Human-Computer Interaction (HCI) research. During the summer of 2026, I worked as a Summer Research Intern (SURGE) at IIT Kanpur under Prof. Amar Kumar Behera, where I designed and built DesignAudit—a framework to audit and benchmark usability flaws in LLM-generated user interfaces.

Whether engineering robust async backend services in FastAPI, training Graph Neural Networks in PyTorch, or writing clean user interfaces, I prioritize product-grade code quality, solid architectural trade-offs, and speed. Currently looking for opportunities to ship impact as a Software Development Engineer (SDE).

630+Usability evaluations
200K+Transactions analyzed
Top 15Out of 585+ hackathon teams

Chronology

Work & Projects

A chronological pipeline of what I've shipped and milestones I've reached, showing experience and projects combined.

Jul 2026 – Present
Active

PaperPilot

Agentic AI research assistant with planner-driven tool calling, RAG, and vector search.

paperpilot.ai/workspace
Documents
Attention_Is_All_You_Need.pdf
GNN_AML_Scoring.pdf
Gestalt_Heuristics_UI.pdf
Prompt: Compare the circular transaction scoring methods.
grounded
PaperPilot AI: According to [2], the GNN pipeline constructs circular features...
Ask PaperPilot agent...Enter
FastAPIPythonChromaDB+3
Jun 2026 – Jul 2026
Complete

RoadSafe AI

Offline-first intelligent road safety and emergency assistance PWA.

roadsafe.ai/dispatch
🏥
🏥
🚗
Incident Alert

Crash detected. Triggering silent SOS in 12s...

Closest assistanceApollo Hospital (1.2 km)Satyabhama Towing
FastAPIReactOpenCV+3
May 2026 – Jul 2026
In prep

DesignAudit

A novel benchmarking framework for evaluating LLM-produced user interfaces.

designaudit.io/benchmarks
Score
84.2
Heuristics
10 / 10
Evals
630+
Usability Flags
1. Visibility of System Status94%
2. Consistency and Standards72%
3. Error Prevention (Gestalt Proximity)48%
PythonLLM BenchmarkingNielsen Heuristics+2
May 2026 – Jul 2026

Summer Research Intern (SURGE 2026)

IIT Kanpur

Under advisor: Prof. Amar Kumar Behera

  • First authored DesignAudit, a novel benchmarking framework for evaluating LLM-produced user interfaces using 10 Nielsen Heuristics and 5 Gestalt Principles.
  • Developed an automated annotation pipeline and benchmarked 42 model-created UI screenshots across 3 frontier LLMs, 3 prompting strategies, and 2 application domains, producing 630+ usability evaluations.
  • Analyzed 600+ UIs to evaluate the impact of LLMs, prompting strategies, and application domains on AI-designed UI.
Kanpur, India
Read DesignAudit Paper
Apr 2026 – May 2026
Complete

Graph-based AML Detection

GNN-based Anti-Money Laundering transaction detection pipeline.

aml-network.local/pipeline
Transaction GNN Feed● 0.778 AUC
suspicious loop
PythonPyTorchGraph Neural Networks+2
Jul 2025 – Jul 2025

HackHub 2025 (Top 15 / 585+ Teams)

Hackfinity

  • Created Startup Connect, a social platform linking startups and VCs, within an intense 51-hour hacking period.
  • Designed end-to-end user flows, backend relational schema, and real-time messaging services.
  • Selected in the top 15 finalists out of 585+ teams globally.
Nov 2023 – Nov 2023

COMPEX Scholar (Full-Ride)

Embassy of India, Kathmandu

  • Awarded the highly prestigious, full-ride COMPEX Scholarship to pursue B.Tech in Computer Science and Engineering.
  • Selected as one of the few scholars among 9,000+ top-tier national applicants based on competitive selection criteria.
Aug 2023 – Present

B.Tech in Computer Science and Engineering

National Institute of Technology, Rourkela

  • Current CGPA: 7.11 / 10
  • Relevant Coursework: Data Structures, Algorithms, Object-Oriented Programming, Database Management Systems
  • Active member in the Hourglass Club (Content Writer & Orator) and Drill & Bass Club (Guitarist).
Rourkela, Odisha

Academic Focus

Research Spotlight

My primary research output centered on building rigorous usability evaluation protocols for generative user interfaces.

In prep

DesignAudit

A benchmarking framework for evaluating LLM-generated UI.

May – Jul 2026 (SURGE 2026)
Research Problem

Evaluating AI-generated user interfaces currently lacks a rigorous, automated, and heuristic-grounded evaluation benchmark. This makes it difficult to compare frontend models and prompt strategies objectively, resulting in interfaces with critical usability and accessibility flaws.

Methodology & Focus

Incorporated 10 Nielsen Heuristics and 5 Gestalt Principles (such as Proximity and Similarity) into an automated visual screenshotting evaluation pipeline. The framework analyzes UI outputs to generate structured usability profiles, enabling detailed diagnostics instead of single ranking scores.

Mentor: Prof. Amar Kumar Behera (IIT Kanpur)
IIT Kanpur SURGE 2026 Fellowship
Dataset / Metrics Scale
LLMs Evaluated3
Prompting Strategies3
Interfaces Benchmarked42
Usability Evaluations630+
Heuristic Principles15

Competencies

Tech Stack Explorer

Interactive view linking languages, tools, and frameworks directly back to concrete project execution.

Hover chips to inspect usage

Select or hover over any skill chip above to inspect its implementation in my portfolio repositories.

Syncing Github pipeline...

Recognition

Key Achievements

Top 15 / 585+ Teams

HackHub 2025 finalist

Hackfinity

Developed "Startup Connect", a visual tool matching early-stage founders with venture capital firms. Handled user flows and database schema designs in an intensive 51-hour hackathon.

9,000+ Applicants

COMPEX Full-Ride Scholar

Embassy of India, Kathmandu

Awarded full-ride academic scholarship covering tuition, living stipends, and travel for pursuing B.Tech in CSE at a premier Indian institution (NIT Rourkela).

120k+ Quora Views

Hourglass Club Lead Writer & Orator

NIT Rourkela

Hosted 10+ institutional events and managed editorial newsletters. Maintained a high-reach technical and advice profile on Quora.

2+ Club Years

Guitarist & Performer

Drill & Bass Club, NIT Rourkela

Electric and acoustic guitarist performing at campus cultural fests and band events.

Next steps

Let's build something.

I am currently open to full-time Software Development Engineer (SDE) roles starting in 2026. If you need someone who ships technically deep projects under strict constraints, let's talk.