<System.Init />

while(alive) { build_ai() }

SYSTEM.KERNEL :: v2.5.0 ONLINE

Hey, I'm Ajay Gaur!
👋

< />Building AI-powered products and reliable software. Focused on applied machine learning, RAG systems, and full-stack engineering.

Check out

GitHub

Connect Me

LOADED_MODULES:PYTHONTYPESCRIPTREACTNEXT.JSRAGPYTORCHTENSORFLOWFASTAPI

# About.system

portfolio.tsx

user_profile.log

➜ whoami

I'm a Software Engineer with a strong focus on AI systems and full-stack product development. I build applications that combine modern web engineering with applied machine learning — from RAG assistants and citation-grounded copilots to deep learning experiments.

➜ cat mission.txt

I design and ship software that is useful, measurable, and production-minded. My work spans AI/ML systems, full-stack apps, and thoughtful engineering across both research prototypes and real products.

EXPERIENCE

2 YRS

REPOS

33 PUBLIC

FOCUS

AI + SWE

# Skills.json

Loading skills universe...

Drag to explore skills universe

$ git log --stat --oneline

▶ Professional Experience

Jul 2026 - Present

e5a1c28HEAD -> main

Denver, CO

Jul 2026 - Present

Graduate Research Assistant

CU Denver College of Engineering, Design, and Computing

Building software for the Dean’s office — developed the equipment rental application for Dean’s office equipment, and currently developing the judging application that will be used at the Senior Design Capstone Expo hosted by the Dean’s office.

Developed the equipment rental application for the Dean’s office so staff and students can request equipment, track inventory, and get admin approval with email notifications.
Developing the judging application for the Senior Design Capstone Expo (hosted by the Dean’s office) so judges can score projects, track submissions, and run Expo day smoothly.
Support data analysis and reporting around rental usage and Expo judging so the Dean’s office can see demand, outcomes, and process bottlenecks clearly.

Shipped

Equipment Rental App

In Progress

Expo Judging App

Dean’s Office

Stakeholder

Full-Stack

Delivery Focus

ReactNode.jsPythonData AnalysisFull-StackHigher Ed

6 files changed

+180 insertions

-22 deletions

Oct 2025 - Present

d4e2f15HEAD -> main

Denver, CO

Oct 2025 - Present

Student Assistant II

CU Denver College of Engineering, Design, and Computing

Supporting college operations through data management, lab coordination, and day-to-day administrative workflows — keeping records accurate, resources organized, and faculty/student requests moving without friction.

Manage and update departmental data across spreadsheets, shared drives, and internal trackers — inventory, schedules, and support logs kept current for faculty and lab use.
Coordinate lab and classroom resource requests: check availability, track check-in/check-out, and maintain status so courses and student projects stay on schedule.
Build simple reports and summaries for staff (usage, open tickets, recurring issues) and document processes so handoffs and onboarding are faster for the team.

20+

Weekly Data Updates

Lab Inventories Tracked

<1 day

Request Turnaround

100%

Records Kept Current

Data ManagementExcel / SheetsLab OpsDocumentationProcess Tracking

4 files changed

+120 insertions

-12 deletions

Feb 2025 - Jul 2025

c3f8a12HEAD -> main

Remote

Feb 2025 - Jul 2025

Technical IT Support Engineer

Concentrix

Owned technical support for enterprise applications with a reliability mindset — turning noisy tickets into clear root-cause fixes, automating repeat work, and keeping high-availability services healthy for end users.

Triaged and resolved production application issues across identity, access, and service layers, prioritizing impact and reducing repeat escalations.
Built lightweight automation and runbooks for recurring support patterns, cutting manual investigation time on common incidents.
Partnered with engineering on defect handoffs with reproducible steps, logs, and severity notes so fixes landed faster and stayed verified.

30%

Faster Resolutions

500+

Tickets Handled

15 → 8 min

Common Incident Time

99%+

SLA Adherence

PythonScriptingReliabilityITSMLinuxMonitoring

8 files changed

+320 insertions

-45 deletions

Sep 2023 - Oct 2024

b2e7c09HEAD -> main

Pune, India

Sep 2023 - Oct 2024

DevOps Trainee

Thinking Hut IT Solutions

Worked across software delivery and cloud platforms — shipping features, automating deployments, and hardening AWS/Azure workflows so releases were repeatable instead of manual and fragile.

Built and supported application features end-to-end, collaborating on APIs, services, and deployment pipelines used by internal product teams.
Automated cloud provisioning and release steps on AWS and Azure, reducing hand-rolled deploy work and environment drift across stages.
Added monitoring, logging, and basic CI checks so regressions surfaced earlier and production rollouts were easier to verify.

40%

Deploy Time Reduced

12+

Services Touched

3×

Faster Env Setup

AWS + Azure

Cloud Platforms

AWSAzurePythonCI/CDDockerLinuxAutomation

12 files changed

+510 insertions

-78 deletions

Apr 2023 - Sep 2023

a1d5b04HEAD -> main

Pune, India

Apr 2023 - Sep 2023

Django Developer Intern

Elite Softwares

Built web application prototypes with Django — modeling data cleanly, wiring views and APIs, and connecting front-end flows so features moved from sketch to working product faster.

Developed Django models, views, and templates for internal web tools, focusing on clean data modeling and reusable app structure.
Integrated PostgreSQL-backed forms and CRUD flows with front-end components, validating inputs and keeping user paths straightforward.
Wrote unit and manual test cases for core features, catching regressions before demos and reducing last-minute rework.

Features Shipped

2×

Faster Prototypes

PostgreSQL

Primary Database

100%

Demo-Ready Builds

DjangoPythonPostgreSQLRESTHTML/CSSGit

6 files changed

+265 insertions

-33 deletions

▶ Education / Qualification

ms_computer_science.json

University of Colorado Denver

2025 — Present

Master of Science in Computer Science

Denver, Colorado, USA

Relevant Coursework

Deep LearningMachine LearningSoftware ArchitectureAlgorithmsAI SystemsSoftware Project Management

Deepening focus on applied ML, RAG systems, and full-stack product engineering alongside coursework.
Building college software as a Graduate Research Assistant — Dean’s office rental app and Capstone Expo judging platform.

be_computer_engineering.json

RMD Sinhgad School of Engineering

2021 — 2023

B.E. in Computer Engineering

Pune, Maharashtra, India

Relevant Coursework

Data Structures & AlgorithmsObject-Oriented ProgrammingDatabase Management SystemsComputer NetworksOperating Systems

Built the software fundamentals I still use every day — data structures, databases, and clean application design.
Started professional development work while finishing the degree, shipping real features with Django and cloud tooling.

diploma_computer_engineering.json

Marathwada Mitra Mandal's Polytechnic

2017 — 2021

Diploma in Computer Engineering

Pune, Maharashtra, India

Relevant Coursework

Programming FundamentalsWeb DevelopmentDatabase SystemsComputer HardwareSoftware Engineering

Laid the groundwork for engineering school with hands-on labs, coding projects, and systems basics.
Grew from classroom assignments into building small apps and exploring how software ships in the real world.

Initial Commit (Hello World)

$ ls -la ~/projects

Turning rental requests into an operable product workflow

EventRent — Full-Stack Equipment Rental Platform

A customer-facing rental request system with admin workflows, email notifications, and a React + Express stack built for real operational use.

ReactNode.jsExpressViteEmailJS

→Shipped a complete request-to-admin flow instead of a static brochure site.

→Added admin login and dashboard views for tracking incoming rental demand.

→Structured the app for local storage by default with optional Supabase sync.

Demo GitHub

Turning scattered docs into answers teams can trust

Support Knowledge Copilot with RAG & Citation Verification

A support knowledge assistant that retrieves evidence from internal docs, generates grounded answers with citations, and verifies that every citation actually supports the claim.

PythonRAGGeminiQdrantBM25Streamlit

→Hybrid dense + BM25 retrieval with reciprocal rank fusion for more relevant evidence.

→Citation verification layer that scores whether each source supports the generated claim.

→Golden-set evaluation workflow so retrieval quality is measurable, not guessed.

Demo GitHub

Building classifiers that measure and reduce bias

Bias-Aware Deep Neural Network with Fairness Metrics

A TensorFlow MLP for binary classification that evaluates fairness across demographic groups and applies sample reweighting to mitigate biased outcomes.

PythonTensorFlowFairnessDeep Learning

→Tracked fairness with FPR, FNR, and accuracy broken down by demographic group.

→Applied sample reweighting to reduce unequal error rates without abandoning the model.

→Made bias analysis a first-class part of the training and evaluation loop.

Case Study GitHub

NLP · BERT

input: title + abstract

model: PubMedBERT

task: multi-label MeSH

metric: micro-F1

Tagging biomedical literature at scale with PubMedBERT

MeSH Tagging with Biomedical NLP & Multi-label Classification

A deep learning solution that assigns Medical Subject Heading terms to PubMed abstracts using a fine-tuned biomedical BERT model for multi-label classification.

PythonPubMedBERTNLPPyTorchKaggle

→Fine-tuned BiomedBERT on 100k annotated PubMed articles for MeSH major terms.

→Compared TF-IDF baselines against transformer models to validate lift in micro-F1.

→Built an end-to-end training and evaluation pipeline ready for competition submission.

Case Study GitHub

View all repositories