DEEP DIVE INTO DATA & DEV

Exploring the intersection of raw analytics, decentralized logic, and structured interfaces. A technical notebook brought to life.

Hero Illustration
dataset

Data Science & ML

NOTEBOOK.IPYNB
Visualization // Concept

Clean vs Messy Data

Clean vs Messy Data Chart

Leveraging Python ecosystem tools to extract signal from noise. Focusing on interpretability in machine learning models.

Python Pandas Random Forest SHAP
# Model Interpretability Output
import shap
explainer = shap.TreeExplainer(model)
shap_values = explainer.shap_values(X)
shap.summary_plot(shap_values, X)
Project 01

Predictive Analytics

Time-series forecasting for supply chain optimization.

Project 02

NLP Sentiment

Real-time analysis of social media streams.

Project 03

Computer Vision

Automated defect detection in manufacturing.

Project 04

Recommendation Engine

Collaborative filtering for e-commerce platforms.

Project 05

Anomaly Detection

Unsupervised learning for fraud prevention.

Project 06

Data Pipeline ETL

Scalable data ingestion using Apache Spark.

Reviews

"The way he extracts signal from noise in our datasets is remarkable. His SHAP analysis provided clarity we didn't think possible."

— Senior Data Scientist, Quant-Flow

"Amba's predictive models for our supply chain optimization reduced overhead by 15% in the first quarter alone."

— Operations Lead, LogiTech

Web3 & Cairo Dev

currency_bitcoin
sell
CAIRO 3.0 // STARKNET ECOSYSTEM

Smart Contract Logic

#[starknet::contract]
mod SimpleStorage {
    #[storage]
    struct Storage {
        stored_data: u128,
    }

    #[external(v0)]
    impl SimpleStorageImpl of ISimpleStorage<ContractState> {
        fn set(ref self: ContractState, x: u128) {
            self.stored_data.write(x);
        }
        fn get(self: @ContractState) -> u128 {
            self.stored_data.read()
        }
    }
}
verified CERTIFIED DEVELOPER

Ginakev Digital Academy

Rigorous training in zero-knowledge rollups, Starknet architecture, and writing provable programs in Cairo.

View Credentials arrow_forward
FEATURED PROTOCOL

Cairo Smart Contract Protocol

A decentralized liquidity aggregator built on Starknet, utilizing ZK-STARKs for hyper-scalable transaction processing and provable state transitions.

L2 Scaling ZK-Proofs
// Protocol Architecture
account_tree
struct ProtocolState { total_liquidity: u256, active_vaults: Map<ContractAddress, u64>, }

Reviews

"Writing provable programs in Cairo is no small feat. Amba's smart contract logic is clean, efficient, and highly secure."

— CTO, Stark-Aggregator

"A deep understanding of ZK-STARKs. His contribution to our L2 scaling solution was pivotal for our mainnet launch."

— Protocol Architect, Ether-Layer
developer_board

Web Development

Building "Responsive Structures" that combine strict layout grids with fluid, chaotic design elements.

REACT

Component Architecture

Modular, reusable UI blocks designed for high-performance rendering and state management.

TAILWIND CSS

Utility Styling

Rapid prototyping with functional CSS, maintaining strict design system adherence through configuration.

SYSTEMS

Fluid Grids

Responsive layouts that adapt structurally while maintaining the raw, neo-brutalist aesthetic across devices.

saas-metrics-v2.app

SaaS Analytics Dashboard

Real-time data visualization for enterprise metrics.

shop.neo-brutalist.io

E-commerce Engine

High-performance headless commerce storefront.

studio-alpha.design

Creative Agency Site

Immersive portfolio with fluid layout transitions.

dapp-gateway.eth

Web3 DApp Portal

Decentralized interface for smart contract interaction.

docs.polymath.dev

Technical Docs Hub

Structured documentation system for complex APIs.

vault-secure.com

FinTech Dashboard

Secure financial management and asset tracking.

Reviews

"The neo-brutalist aesthetic he brought to our SaaS dashboard is both bold and incredibly functional."

— Product Manager, Metric-V2

"Component architecture that is actually reusable. Our dev team saved weeks of work using his React patterns."

— Engineering Lead, Studio-Alpha

"Fluid grids that don't break. His attention to responsive detail across devices is top-tier."

— Creative Director, Neo-Shop