NODE.082
DEPLOYMENT_A
LATENCY.MS
12.04
USER_ID: 0x99A
LOC: NC_CA
COMPUTE
DISTRIBUTED

LAGANI
PATEL

Building intelligent systems is my craft; analyzing films is my escape. Technically a Master of Science, but practically a student of everything else.

INPUT_LAYER_01HIDDEN_OPTIM_02OUTPUT_PROB
LOG.EXP v4
SEQUENTIAL_CHRONO

PROFESSIONAL TRAJECTORY

AI SOFTWARE ENGINEER

FINOPTIMA SOLUTIONS

End-to-end AI system architecture and deployment. Developing scalable machine learning pipelines for financial optimization, implementing MLOps workflows, and building production-ready AI applications with focus on real-time inference and model monitoring.

JAN 2026 – PRESENT

DATA SCIENTIST

NC MUSEUM OF NATURAL SCIENCES

AI-driven wildlife monitoring solutions. Depth estimation algorithms for 100K+ camera trap images achieving 30% accuracy improvement and 40% reduction in manual processing across 50+ research sites.

OCT 2024 – JULY 2025

ML ENGINEER

NC STATE UNIVERSITY // MAE DEPT

Thermal conductivity prediction models using MATLAB/Python. Processed 30K+ data points with ensemble learning methods delivering 25% accuracy boost and 40% faster simulation workflows.

FEB 2024 – AUG 2024

SOFTWARE ENGINEER INTERN

CARINGHUMANS

Full-stack development with responsive UI/UX design. Built RESTful APIs for real-time profile booking system using HTML5, CSS3, JavaScript with seamless user experience.

JAN 2023 – MAY 2023
LOG.SKILLS v2
COMPETENCY_MATRIX

TECHNICAL COMPETENCIES

Machine Learning

  • PyTorch
  • Hugging Face
  • TensorFlow
  • SKLearn
  • OpenCV
  • Pandas
  • NumPy

Backend

  • Node.js
  • Express.js
  • Flask
  • Django
  • FastAPI
  • GraphQL

Databases

  • MongoDB
  • PostgreSQL
  • MySQL
  • Redis
  • Elasticsearch

DevOps & Cloud

  • Docker
  • Kubernetes
  • AWS
  • Azure
  • GCP
  • Terraform

Frontend

  • Next.js
  • React.js
  • Tailwind CSS
  • TypeScript
  • JavaScript

Mobile

  • React Native
  • Expo
  • Swift
  • Jetpack Compose
LOG.PRJ_v4
TECHNICAL_ASSETS
INDEX.03
DEPLOYMENTS

TECHNICAL PROJECTS

PRJ-001/AI
2024

SHANTI AI VOICE AGENT

Voice-first AI companion with real-time audio processing, session memory, and emotional state tracking.

NEXTJSTYPESCRIPTOPENAIWEBRTC
PRJ-002/HEALTHCARE
2023

DENTAL CLINIC MANAGEMENT

Full-stack healthcare system with appointment scheduling, patient records, and billing integration.

PYTHONDJANGOREACTPOSTGRESQL
PRJ-003/MOBILE
2024

ANTAR INSTAGRAM MANAGER

iOS Instagram management app with OAuth, multi-account support, and analytics dashboard.

SWIFTSWIFTUIOAUTHINSTAGRAM_API
PRJ-004/DEVOPS
2024

TAPASO PR VERIFIER

Automated PR verification using Daytona sandboxes and CodeRabbit AI code reviews.

PYTHONNODEJSDAYTONAGITHUB_API
PRJ-005/VISION
2024

AI IMAGE COMPRESSION

Neural compression with generative models achieving 15% SSIM improvement over JPEG/WebP.

PYTORCHVQ-VAEGANSDIFFUSION
PRJ-006/MEDIA
2023

INTERACTIVE DIGITAL BOOK

Immersive reading platform with adaptive storytelling and dynamic narrative branching.

REACTWEBGLGSAPFIREBASE
LOG.EDU v2
ACADEMIC_HISTORY

ACADEMIC BACKGROUND

MASTER OF COMPUTER SCIENCE

AUG 2023 — MAY 2025
NORTH CAROLINA STATE UNIVERSITY, RALEIGH, NORTH CAROLINA
Specialization in Data Science
Coursework: Software Engineering, Object-Oriented Programming, Cloud Computing and Statistics

BACHELOR OF TECHNOLOGY

AUG 2019 — MAY 2023
PANDIT DEENDAYAL ENERGY UNIVERSITY, GANDHINAGAR, INDIA
Information and Communication Technology Engineering
Coursework: Data Structures & Algorithms, Operating Systems and Database Management Systems
USER.BIO v4
IDENT_RECORDS

CONTEXT

Lagani Patel
SUB_ID: LAGANI_V_001
"The powerful play goes on, and you may contribute a verse."
— Walt Whitman

I'm 23. I write code, but I also try to live a life that requires no compiling.

I've cut my teeth as an event manager, running 100+ events where I juggled logistics, AV tech, and high-pressure problem-solving. It taught me to think on my feet in ways a computer never could.

My downtime is usually spent behind a lens or in front of a movie screen. I also enjoy cooking and reading poetry. [Note: I only read poetry. My code might be poetic, but my actual poems are a syntax error waiting to happen.]

CORE PHILOSOPHY
Guided by intention. Grounded in simplicity.