M.N.
Spider-Man mask
AI/ML & Full-Stack Engineer

Miguel Ngabonziza

I build AI/ML and automation systems end to end, from voice-biometric models and reasoning agents to autonomous daemons and full-stack apps.

CS + Cybersecurity @ Grambling StateGrambling, LA
One37 SolutionsGrambling State
Explore My WorkGet in TouchResume

About Me

Miguel Shema Ngabonziza

Hi, I'm Miguel, a Computer Science + Cybersecurity student at Grambling State University (GPA 4.00) and an AI & Automation trainee at One37 Solutions. I build AI/ML systems and full-stack products end to end, from voice-biometric models and reasoning agents to autonomous daemons and trading pipelines. Originally from Rwanda, I speak four languages and care about shipping real, working software.

Organizations & Companies

One37 SolutionsGrambling State UniversityThurgood Marshall College FundCitiPwCPinnacle LabsHBCU FirstColorStackNSBEPropel2ExcelThe Lantern NetworkOne37 SolutionsGrambling State UniversityThurgood Marshall College FundCitiPwCPinnacle LabsHBCU FirstColorStackNSBEPropel2ExcelThe Lantern Network

Education

Grambling State University

Aug 2024 – May 2028

B.S. Computer Science, Minor in Cybersecurity · GPA 4.00/4.00

Presidential Scholarship2× Dean's ListAlpha Lambda Delta Honors

Relevant Coursework

Data Structures & AlgorithmsDiscrete StructuresSoftware EngineeringComputer Organization & ArchitectureComputer Science I & IIFoundations of CybersecurityInformation Assurance & SecuritySocial, Legal & Ethical Issues in ComputingProbability & Statistics ICalculus I & IIGeneral Physics I & IIIntro to Technical Writing

Experience

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One37 Solutions Inc.

May 2026 – Present

AI and Automation Trainee

Remote

  • Building multilingual voice biometric authentication systems and deepfake voice detection models using AI/ML.
  • Developing testing and benchmarking pipelines across languages, devices, and acoustic environments to validate model robustness.
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HBCU First

Sep 2025 – Nov 2025

Day-One-Ready Academy Intern

Grambling, LA

  • Selected as 1 of 200 students nationwide; completed 60+ hours of workshops and employer meetups.
  • Co-created engagement solutions weekly with peers and mentors.
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Extern (PwC Collaboration)

May 2025 – Jul 2025

Non-Profit Consulting Extern

Remote

  • Analyzed donor engagement strategy using communication data and Gen Z trends; recommendations projected a 40% outreach lift.
  • Presented a data-driven deck to Extern Inc. and PwC collaborators, recognized for exceeding program standards.
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Pinnacle Labs

Nov 2024 – Dec 2024

Python Development Intern

Remote

  • Built two AI-driven solutions: a stock-price predictor (R² 0.79) and the PlantGuard-AI classifier (95% accuracy over 54K+ images) via transfer learning with scikit-learn, TensorFlow, and PyTorch.
  • Designed ML pipelines with 18 technical indicators, reducing RMSE to $2.01 while processing 1,000+ daily API calls.

Projects

THWIP!

Vocalyx

Voice biometric auth + anti-spoofing MVP, shipped live in 11 days.

A full-stack voice biometric authentication and anti-spoofing system. Built a multi-stage inference pipeline fusing ECAPA-TDNN speaker verification, a Wav2Vec2 deepfake classifier, a custom spectral replay detector, and Whisper-powered challenge-response liveness into a single adaptive decision layer. Shipped as a deployed MVP, with a React frontend on Vercel and a FastAPI backend via Cloudflare Tunnel.

PythonFastAPIPyTorchReactSpeechBrainECAPA-TDNN
GitHub →
THWIP!

PlantGuard-AI

Crop-leaf photo → cited diagnosis + action plan (95.02% accuracy).

A reasoning agent that turns a single crop-leaf photo into a grounded, cited action plan: diagnosis, differential reasoning, treatment, and economic impact. A 95.02%-accurate ResNet18 vision model (38 classes / 14 crops, 54K+ images) feeds a multi-step agent that runs differential diagnosis, grounds every recommendation in cited agronomy knowledge via Microsoft Foundry IQ, and computes a deterministic $-at-risk estimate. Built for the Microsoft Agents League @ AISF 2026 (Reasoning Agents track); degrades gracefully to an offline cited knowledge base.

PythonPyTorchResNet18Microsoft Foundry IQAzure AI SearchFastAPI
GitHub →Demo →
THWIP!

QuantPilot

Multi-model time-series forecasting pipeline for stock prices.

An end-to-end ML pipeline for stock price forecasting. Engineers 18 technical indicators from raw OHLCV data with chronological train/test splitting to prevent time-series leakage, then trains and benchmarks 4 model architectures (Linear Regression, Random Forest, SVR, and a deep neural network) across scikit-learn and Keras.

Pythonscikit-learnKerasTensorFlowpandasyfinance
GitHub →
THWIP!

AutoApply

Autonomous internship-application daemon (agentic, Claude API).

An autonomous daemon that scrapes the SimplifyJobs internship repository, filters listings against personal preferences, generates tailored application documents via the Claude API, and submits applications through browser automation. Maintains a per-application archive with cover letters, resumes, form Q&A logs, screenshots, and manifests across 7 implementation phases.

PythonPlaywrightAPSchedulerSQLiteClaude APIDiscord Webhooks
GitHub →
THWIP!

DeliveryRadar

Self-hosted Go daemon for multi-carrier delivery tracking.

A self-hosted Go daemon that polls Gmail via OAuth2 every 5 minutes, parses multi-carrier tracking numbers (UPS, FedEx, USPS, DHL) with a 3-tier regex extraction strategy, and pushes real-time notifications to Discord. Backed by a SQLite persistence layer with WAL-mode concurrency, deduplication, exponential-backoff error handling, and 45 unit tests.

GoSQLiteGmail APIGoogle OAuth2Discord Webhooks
GitHub →
THWIP!

R Cryptocurrency Trading Bot

End-to-end algorithmic trading system in R (~4,200 lines, 5 weeks).

An end-to-end algorithmic trading system built from scratch in R, covering data acquisition, technical analysis, strategy execution, backtesting, risk management, and paper trading (~4,200 lines across 18 files). Implements 10+ technical indicators (RSI, MACD, SMA/EMA, Bollinger Bands, volume) and multiple strategies (Moving Average Crossover, RSI Mean Reversion) on an extensible base-strategy template.

RtidyverseTTRggplot2CryptoCompare API
GitHub →

Technical Skills

Languages

PythonGoJavaJavaScriptTypeScriptC++RSQLKotlinHTML/CSS

Frameworks

ReactNext.jsNode.jsFastAPIVitePyTorchTensorFlowKeras

Libraries

scikit-learnHugging Face TransformersSpeechBrainNumPyPandasMatplotlibOpenCVtidyverseggplot2TTRyfinance

AI / ML

Deep LearningComputer VisionTransfer LearningLLM IntegrationRAGAgentic AIPrompt EngineeringVoice BiometricsSpeaker VerificationAnti-Spoofing / Deepfake Detection

Developer Tools

GitGitHubDockerLinuxVS CodeJupyterAndroid StudioPlaywrightAWSVercelCloudflare TunnelRStudio

Databases

SQLiteDynamoDB

Spoken Languages

English (fluent)French (fluent)Kiswahili (intermediate)Kinyarwanda (native)

Leadership & Involvement

SWE Summer Academy Fellow

LinkedinorLeftout (LILO)

Jun 2026 – Aug 2026

Accepted into LILO's competitive 12-week SWE Summer Academy focused on data structures, algorithms, and technical interview preparation, building full-stack projects and preparing for fall software-engineering internship recruiting alongside the cohort.

Fellow

Propel2Excel

Sep 2025 – Present

Selected for a competitive career-development fellowship with mentorship from industry leaders, building a professional network across tech, finance, and consulting through structured workshops and speaker sessions.

Residential Assistant

Grambling State University

Jul 2025 – Present

Lead a residential community of 30+ students with weekly check-ins, conflict resolution, and 5+ events per semester, increasing participation by 60%. Serve as the primary liaison between housing administration and a diverse student population.

Apprentice (Region 4)

HBCU 20x20 | The Application

Jun 2025

Selected for the Apprenticeship Universe (Region 4) program by HBCU 20x20 | The Application, gaining insight into apprenticeship opportunities, building new skills, and connecting with professionals and fellow students to expand career pathways.

CLRM Roundtable Mentee

The Lantern Network

Apr 2025

Selected as a mentee to attend the CLRM Roundtable Conference in Denver, representing Grambling State University. Engaged with construction-finance leaders on risk management and regulatory strategy through the lens of technology, cybersecurity, and innovation, with side workshops in AI and Quantum Computing.

Member

Alpha Lambda Delta Honors Society

Mar 2025 – Present

Member of the national honor society recognizing outstanding academic achievement among first-year college students.

Louisiana Student Ambassador

The Lantern Network

Jan 2025 – Present

Represent The Lantern Network as a student ambassador, connecting peers with mentorship and professional opportunities and promoting the network across Louisiana campuses.

Active Member

National Society of Black Engineers (NSBE)

Nov 2024 – Present

Member of NSBE, participating in technical development, networking, and initiatives that support the academic and professional success of Black engineers and STEM students.

TMCF x Citi Scholar

Thurgood Marshall College Fund

Nov 2024 – May 2025

Selected as 1 of 100 HBCU students nationwide for the competitive TMCF-Citi Scholars Program. Completed a 5-day immersive bootcamp at Citi's NYC office with 10+ Citi professionals, gaining corporate exposure and finance industry insight.

Active Member

ColorStack

Sep 2024 – Present

Part of a national community advancing Black and Latinx representation in tech, engaging in professional-development workshops, mentorship programs, and networking with industry leaders.

Certifications

Google AI Essentials Specialization

Google (Coursera) · May 2026

Introducing Generative AI with AWS

Udacity · Jul 2025

AWS Educate Machine Learning Foundations

AWS · Aug 2025

Intermediate Cybersecurity

CodePath · May 2025

Supervised Machine Learning: Regression and Classification

DeepLearning.AI / Stanford (Coursera) · Oct 2024

Software Engineer Intern Certificate

HackerRank · Jan 2025

Resume

View ResumeDownload PDF

Get in Touch

I'm open to internships and collaboration. The fastest way to reach me is below.

shemamiguel2023@gmail.comGitHubLinkedIn