Nitanshu Tak

@NitanshuTak

Nitanshu Tak

@NitanshuTak

DevOps

Cloud Computing

AIML

Amazon Web Services

Cloud Computing Security

Dehradun, India

⚡ Who I Am

I’m Nitanshu, a systems-focused engineer building:

I don’t build “apps for marks”.
I build infrastructure that thinks, detects, and heals.

Project	Domain	Core Tech	What It Actually Does
Helios	AI Security + Self-Healing	Python, Flask, scikit-learn, AWS EC2, S3, IAM, CloudWatch, SNS	A real-time ML-powered anomaly detection & self-healing system. Detects CPU abuse, login intrusions, storage misuse & network anomalies. Triggers automatic alerts and recovery actions without human intervention.
LuminaML	Explainable AI Platform	Python, Streamlit, TensorFlow, Pandas, NumPy	Builds transparent prediction pipelines for economic & financial data. Shows exact reasoning behind every ML output instead of black-box predictions.
Observo	AI Observability Agent	Python, OpenAI SDK, LogFire, AgentOps, Braintrust	Full ML inference observability with real-time tracing, debugging and cross-provider telemetry for AI pipelines.
NitanshuOS	Operating Systems	Buildroot, Linux Kernel, QEMU, Docker, Shell	Fully bootable custom Linux OS engineered from kernel config to root filesystem. Designed for kernel experimentation & virtualization testing.
Kevlar	Cybersecurity Automation	Python, Security Pipelines, Cloud Automation	Automated defensive security framework that detects threats and executes adaptive response workflows for hardened cloud environments.
Pokémon Pokédex	Computer Vision	Python, CNN, MobileNetV2, Streamlit	AI-powered Pokémon Pokédex that uses a deep learning CNN model to identify Pokémon from images with confidence scoring, stats extraction, and a full interactive web interface.