◉ WHO_I_AM

> INIT_PORTFOLIO.EXE

> STATUS: ONLINE

Building AI systems and telling stories.

Rising senior researching applied AI, writing published fiction, and shipping software real people use.

Portrait of Tridhm Garg

▤ EDUCATION

Flower Mound High School

Aug 2023 – May 2027

0.000 weighted GPA · 0 AP courses

AP Pre-CalculusAP Calculus ABAP Calculus BCAP StatisticsAP BiologyAP ChemistryAP Physics 1AP Computer ScienceAP PsychologyAP Human GeographyAP World HistoryAP US HistoryAP European HistoryAP US GovernmentAP MacroeconomicsAP English Language & CompositionAP English Literature & Composition
Illustration of a student thinking at a desk with a laptop, microscope, and books

▲▲ BOOTCAMPS

University of Houston–Victoria Data Science Bootcamp

Jun 2024

CNNs, deep neural networks, NLP, computer vision, and Big Data fundamentals in Python.

The Coding School — AI & Big Data Camp

Jul 2024

Applied scikit-learn and foundational AI modeling techniques.

Illustration of a student in a boot camp classroom with a whiteboard showing AI model training steps

> BUILD_LOG

[2024] Published first IEEE paper.
[2024] Self-published debut novel.
[2025] Published second IEEE paper.
[2026] Shipped dfwcomp.org.
[2026] Published third IEEE paper.

> TECH_STACK

PythonPyTorchPandasNext.jsFastAPISQL

◈ RESEARCH

01

Harnessing Satellite Imagery with CNNs for Poverty Prediction

A CNN trained to recognize poverty indicators directly from satellite imagery of Africa, validated on unseen data.

0%

Accuracy

02

Intraday Market Analysis and Forecasting with LSTM Networks

Two dedicated LSTM networks forecasting a publicly traded company's daily high and low prices from a decade of trading history.

0.000

High R²

03

Federated Deep Learning for Privacy-Preserving Intrusion Detection

A federated learning architecture for network intrusion detection that never exposes raw client data.

0.000%

Accuracy

04

Machine Learning-Based Mental Health Assessment and Depression Screening Using the U.S. DASS-42 Dataset

Random Forest, XGBoost, and ANN compared for binary depression classification on a U.S.-specific subset of DASS-42.

Submitted · Not Yet AcceptedUnder Review

0.000%

XGBoost Accuracy

Illustration of a person thinking at a laptop with a question mark

✎ WRITING

Abandoned and Left Behind front cover

Abandoned and Left Behind

A 165-page self-published action-adventure novel set in 1969 — two men racing the FBI to find their way home. 4.0★ on Amazon.

“His love for writing came from his tutoring teacher, Mrs. Murphy. With the teacher’s help, he has improved in his writing and editing. His interest is to connect with new audiences and write more and more novels on different genres.”

Buy on Amazon
Hell on Planet B front cover

Hell on Planet B

Coming Soon

A completed science-fiction war novel exploring the devastating consequences of conflict on another planet, following a man caught between the horrors of war and a deeply troubled family relationship. Coming soon on Amazon.

“After completing his first novel, he continued writing independently, challenging himself to explore a new genre and a darker story. Hell on Planet B reflects his growing interest in exploring complex themes of war, family, survival, and human nature while connecting with new audiences through fiction.”

Illustration of the author writing at a desk surrounded by WWII and 1969 Chicago gang-war research imagery

</> RESEARCH_SKILLS

Python0%
PyTorch / Deep Learning0%
Data Analysis0%
Full-Stack Development0%

◇ FOCUS_AREAS

AI / ML Research
Full-Stack Engineering
Fiction Writing
Civic Technology
Community Leadership

* CLUBS

Model UNFMHS Computer Science ClubFMHS STEM ClubSchoolhouse DialoguesFMHS Band

★ AWARDS

National Honor Society2026
AP Scholar with Distinction2025 & 2026
Jammin' Jags — Teacher Nomination2024 & 2025
Taekwondo America — 1st Degree Probationary Black Belt2021

✺ WHAT_IVE_LEARNED_SO_FAR_ABOUT_LIFE

> STATUS

Building what's next.

// THANKS FOR VISITINGFLOWER MOUND, TX