Description

I'm a Full-Stack Developer and AI Engineer building

production systems that combine modern web stacks

with real AI capabilities.

My work sits at the intersection of MERN development,

LLM integration (Claude, OpenAI, BERT), and AWS cloud

deployment. I focus on shipping platforms that run in

production, not prototypes.

Current work

I'm building an Intelligent Financial Intelligence

Platform for AISHORE Data and AI Solutions

(Casablanca, Technopark). It aggregates global

financial data, automates KPI computation (DCF,

Altman Z-Score, sectoral ratios), and integrates the

Claude API as a background processor and analyst

chatbot. Runs on AWS.

Recent projects

BTC Oracle Neural Engine, a Bitcoin directional

prediction platform with a 9-model ensemble (LSTM,

GRU, Random Forest, XGBoost, SVM, MLP, Hybrid CNN-

BiLSTM). Real-time inference via Binance API with

consensus voting and Sharpe ratio analytics.

WaveSeek, a multilingual AI music recognition system

with Whisper and BERT semantic matching. 90+

languages, GPU-accelerated, with TF-IDF and neural

embedding modes.

TeacherHub, a university management platform for

Chouaib Doukkali University. MERN with Next.js,

multi-role auth, OpenCV document OCR, and real-time

analytics.

arXiv research assistant with semantic search over

millions of papers using FAISS and miniLM embeddings.

Areas of expertise

Full-Stack Web: React, Next.js, Node.js, TypeScript,

MongoDB, PostgreSQL. Mobile: React Native. AI and ML:

Claude API, OpenAI, Whisper, BERT, FAISS, TensorFlow,

PyTorch. Computer Vision: OpenCV. Cloud: AWS (EC2,

S3, Lambda), Docker, CI/CD.

Background

Master's student in Computer Engineering and Data

Analysis at Chouaib Doukkali University, specializing

in AI and Machine Learning. AWS Academy Graduate and

AWS Cloud Technical Essentials certified.

Languages: English (advanced), French (intermediate),

Arabic (native).

Reach out and tell me about your project.

Industry field of expertise

Languages

Arabic
Native or bilingual
French
Basic
English
Conversational

Workplace preferences

Remote only

Primarily works remotely

AISHORE Data & AI Solutions
AI & Data Engineer — Master's Final Year Project (PFE)
DIGITAL AND IT
February 2026 - Today (4 months)
Casablanca, Morocco
Final-year Master's project (PFE) at AISHORE Data & AI
Solutions, a Casablanca-based consultancy specialized in
Data, AI, and technology consulting for international
financial sector clients.

Project: Intelligent Sectoral Financial Intelligence
Platform — designing and building an internal web
platform that automates the daily work of financial
analysts: data collection, KPI computation, sector
rankings, and AI-assisted reporting.

Key responsibilities:
- Architecting a modular platform with automated data
ingestion pipelines from multiple financial sources
(SEC EDGAR, Financial Modeling Prep, World Bank, IMF)
- Building a financial KPI computation engine
(profitability, liquidity, leverage, valuation ratios,
DCF, Altman Z-Score, Piotroski F-Score)
- Integrating Claude API (Anthropic) as both a
background processor for company summaries and an
interactive chatbot for analysts
- Designing machine learning models for financial
forecasting and Monte Carlo scenario generation
- Implementing web scraping pipelines for financial
reports and news sentiment data
- Deploying the platform on AWS cloud infrastructure
- Building a multi-format export system (XLSX, PDF,
DOCX, PPTX) for analyst deliverables
- Designing a GICS-based multi-dimensional filtering
system (sector, geography, period, performance
ranking)

Tech stack: Python, Machine Learning, LLM fine-tuning,
Claude API, AWS, web scraping, financial modeling,
data engineering, REST APIs

Impact target: 70%+ reduction in manual data
preparation time, standardized deliverables, and
freeing analysts to focus on interpretation and
client advisory.
Machine learning Financial Modeling Amazon Web Services Python LLM
Université Chouaïb Doukkali
Full-Stack Developer (MERN Stack)
EDUCATION AND E-LEARNING
August 2025 - November 2025 (3 months)
El Jadida, Morocco
Remote internship — designed and developed a complete
university management platform for Chouaib Doukkali
University.

Key achievements:
- Built a full-stack platform with multi-role
authentication (admins, professors, students)
- Implemented an intelligent OCR import system for
automatic digitization of administrative documents
- Developed a real-time analytics dashboard with
institutional data visualization
- Automated official document generation and
career-advancement workflows
- Designed a microservices architecture with Docker
containerization and performance optimization
- Delivered a fully responsive interface with
Tailwind CSS

Tech stack: Next.js, TypeScript, MongoDB, Node.js,
Express, OpenCV (Python), Tailwind CSS, Docker

Impact: replaced a manual administrative process with
a complete digital platform, significantly reducing
document processing time and human errors.
Python Next.js MongoDB MySQL Node.js
Nextbridge (SMM Agency)
Full-Stack Web Developer
DIGITAL AND IT
April 2024 - May 2024 (1 month)
Rabat, Morocco
Designed and deployed showcase websites and e-commerce
platforms for multi-sector clients within a social
media marketing agency.

Key achievements:
- Delivered websites for clients across multiple
industries (retail, services, local businesses)
- Built mobile-first responsive interfaces optimized
for all devices
- Integrated on-page SEO strategies in collaboration
with the marketing team
- Customized WordPress themes and developed custom
plugins to meet specific client needs
- Optimized page load performance and Core Web Vitals

Tech stack: WordPress, PHP, JavaScript, HTML5, CSS3

Impact: helped small and medium businesses establish
a professional online presence with SEO-ready
foundations.
Wordpress PHP Laravel SEO JavaScript

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Master en Ingénierie Informatique et Analyse de Données
Université Chouaib Doukkali (Master)
2026
Master en Ingénierie Informatique et Analyse de Données
Licence Professional en Technologie des Multimédias et du Web
Mohammed V University of Rabat, École Normale (Licence)
2024
Licence Professional en Technologie des Multimédias et du Web

Check out Abdallah's education

AWS Academy Graduate - Cloud Foundations
Amazon Web Services (AWS Academy)
2026
https://www.credly.com/go/5T3pKJxd
Cloud computing Amazon EC2 Amazon Web Services IAM Amazon S3 Cloud Architecture AWS Security Cloud Infrastructure AWS Pricing Models AWS Global Infrastructure
AWS Cloud Technical Essentials
Amazon Web Services (via Coursera)
2026
https://coursera.org/verify/KDXU5AZME00Q
AWS Lambda Amazon EC2 Amazon Web Services Amazon S3 AWS CloudWatch AWS VPC Cloud Networking Elastic Load Balancing Amazon RDS Auto Scaling

Abdallah Ismaili

Software & AI Engineer

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