Data Scientist | iOS Developer | 5G Specialist

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Mission Logs

SmarTrAlner Project
> 2024.03 - 2024.12

SmarTrAlner: Cognitive Rehab

Revolutionized cognitive rehabilitation infrastructure. Integrated AICodium for knowledge bases and Furhat Robotics for personalized patient interviews. [cite_start]Utilized Neo4j graph databases with FastRP and cosine similarity algorithms to map relevant patient data. [cite: 34-42]

Neo4j Furhat Robot FastRP AICodium
Turbofan Engine Project
> ACADEMIC PROJECT

Turbofan Predictive Maintenance

Developed a model to estimate Remaining Useful Life (RUL) of engines. Leveraged time-series data to train LSTM, AGRU, and XGBoost. [cite_start]Achieved high accuracy with AGRU and rapid real-time deployment potential with XGBoost. [cite: 50-53]

XGBoost LSTM AGRU Predictive Maint.
Air Passenger Project
> ANALYTICS MODULE

Time Series Forecasting

Built an ARIMA model to predict future airline passenger volume. [cite_start]Performed rolling statistics and Dickey-Fuller tests to ensure data stationarity for optimal time-series analysis accuracy. [cite: 43-45]

ARIMA Python StatsModels Dickey-Fuller
Wine Analysis Project
> CLASSIFICATION MODEL

Wine Quality Classification

Developed a binary classification model for "exquisite" wines. [cite_start]Utilized Logit models and Decision Trees, with Random Forest yielding the most impressive test accuracy among all tested models. [cite: 46-49]

Random Forest Logit Model Decision Trees R/Python

System Logs (Education)

31/08/2021 - CURRENT

Master's in Data Science

University of Naples Federico II | Napoli, Italy

16/03/2024 - 18/12/2024

5G Academy Graduate

5G Academy | Napoli

20/09/2022 - 31/07/2023

Application Developer

Apple Developer Academy | Napoli, Italy

01/01/2014 - 01/01/2020

B.E. Information Science

Rao Bahadhur Y Mahaballeshwarappa Eng. College | India

Diagnostics (Skills)

Python / R / SQLCORE
Machine Learning / StatsADVANCED
Tableau / Power BIHIGH
Swift / Java / C++ / GitFUNCTIONAL
Neo4j / MySQL / SparkLOADED

Language Packs

C2
English
C1
Hindi
C1
Kannada
A2
Italian

Initiate Uplink

Secure Mail (Uni) m.neranki@studenti.unina.it Secure Mail (Personal) aliimranise.rymec@gmail.com Secure Mail (Connecting Node) info@aliimran.website Voice Line (+39) 348 423 8512 Network Node Mohammed Ali Imran Neranki
Base Coordinates Napoli, Italy
Direct Neural Link (WhatsApp)