ARYAN SINGH // TACTICAL COMMAND INTERFACE

[MISSION TIMELINE]

$ ssh agent@wayne-node

sudo systemctl status bat-signal

tail -f /var/log/ops/mission.log

git pull origin dark-knight

npm run deploy -- --stealth

grep -R "shadow" /opt/ops

docker ps --format "{{.Names}}"

cat /etc/host.conf | head -n 5

curl -s http://localhost:5173/status

htop -u aryan

Sep 2025 - Present

Software Engineer Intern

TD Bank

Reduced secrets misconfiguration by 30% with Vault-backed schemas
Accelerated deployment cycles by 20% via Jenkins shared library refactors
Designed CI/CD validation enforcing security gates across 40+ services

May - Aug 2025

ML Developer Intern

Angel Lane Partners

Enabled risk scoring for 10,000+ clients via IFRS9-compliant Bayesian models
Engineered 50+ risk features across financial, behavioral, operational signals

Jan - Sep 2024

DevOps Engineer Intern

K2 Nextgen

Accelerated release cycles by 40% with Jenkins, Docker, Terraform
Built serverless log analytics pipeline handling 50K+ events/sec on AWS
Improved security via Keycloak SSO and AWS control integrations

May - Aug 2023

DevOps Engineer Intern

K2 Nextgen

Deployed containerized microservices on AWS using Docker and Ansible
Reduced deployment errors by 30% and incident resolution time by 25%

HOVER TO ILLUMINATE

[ACADEMIC DOSSIER]

MCMASTER UNIVERSITY

M.ENG // AUTOMATION & SMART SYSTEMS

GPA: 3.9/4.0 | JAN 2025 - DEC 2026

TRANSCRIPT COURSEWORK

Cloud Computing

Internet of Things

Machine Learning

Cyber Physical Systems

Data Analytics & Big Data

Deep Learning

Practical Project Management for Engineers

GGSIPU

B.TECH // ELECTRONICS & COMMUNICATION ENGINEERING

MINOR: COMPUTER SCIENCE

GPA: 3.7/4.0 | JUN 2020 - JUN 2024

RELEVANT COURSEWORK

Data Structures & Algorithms

Data Communication & Networking

Microprocessors & Microcontrollers

Internet of Things

Machine Learning

Database Management Systems

[PROJECTS ARCHIVE]

Vision-Language Model for Image Captioning

PyTorch • Transformers • SigLIP • Qwen2 • LoRA

Engineered production-grade vision-language model, upgrading from previous ViT-GPT2 architecture, combining SigLIP vision encoder and Qwen2-1.5B decoder with learnable MLP projector
Optimized inference pipeline with KV-caching and fp16 precision, deployed via Gradio web interface and CLI tool with multi-platform support (local GPU, Colab, Kaggle)
Achieved stable training on COCO 2017 (118K images) using contrastive alignment loss, mixed-precision optimization, and parameter-efficient fine-tuning with LoRA (rank-8 adapters)

Financial AI Risk & Governance

Python • XGBoost • LightGBM • Random Forest

Developed modular Python framework for credit risk modeling using Logistic Regression, XGBoost, and LightGBM
Improved model transparency by integrating uncertainty estimation, calibration checks, and fairness diagnostics
Enabled reproducible risk evaluation by standardizing tracking and reporting outputs

Vision-GPT2 Image Captioning

PyTorch • ViT • GPT-2 • Transformers

Built multimodal pipeline using Vision Transformers, GPT-2, and PyTorch for automated image caption generation
Improved caption quality through dataset curation and benchmarking on Flickr8K using NLP metrics
Increased experimentation reliability by implementing validation pipelines

Fetal Health Classification

scikit-learn • Neural Networks • Pandas • NumPy

Built end-to-end ML classification pipeline using scikit-learn and neural networks
Achieved 95%+ F1-score through hyperparameter tuning and stratified cross-validation
Improved model stability by implementing repeatable validation and performance monitoring

Smart Manufacturing QC System

Raspberry Pi • Computer Vision • PubNub • IoT/IIoT

Designed edge-based computer vision system using Raspberry Pi and AI lens for real-time defect detection
Enabled live monitoring by integrating PubNub-based cloud streaming with local execution
Reduced false rejections by 45% by calibrating thresholds and optimizing servo timing

Distributed Log Analytics Platform

AWS

Kinesis • Lambda • S3 • Athena • Glue • Terraform

Built event-driven analytics pipeline processing 50k events/s using AWS serverless stack
Reduced infrastructure costs by 35% by applying Terraform IaC and auto-scaling policies
Improved query reliability by enforcing schema evolution, partitioning, and monitoring

Task Manager Web Application

WEB

Django • SQLite • REST API • Bootstrap • JavaScript

Developed full-stack task management system using Django, SQLite, and REST-based CRUD services
Improved usability by implementing responsive UI components with HTML, CSS, and JavaScript
Strengthened data integrity by enforcing authentication and secure deployment practices

AGENT:// ARYAN SINGH

[MISSION TIMELINE]

[ACADEMIC DOSSIER]

MCMASTER UNIVERSITY

GGSIPU

[PROJECTS ARCHIVE]

Vision-Language Model for Image Captioning

Financial AI Risk & Governance

Vision-GPT2 Image Captioning

Fetal Health Classification

Smart Manufacturing QC System

Distributed Log Analytics Platform

Task Manager Web Application

[TECHNICAL ARSENAL]

LANGUAGES

ML & DATA

CLOUD & INFRA

CI/CD & TOOLS

[SECURITY CLEARANCE]

ARYAN_SINGH_RESUME.pdf