MODEL
NBA prediction platform
74% accuracy across 400+ games, ahead of ESPN's picks. The platform itself is private, but the dataset it was built on is public.
I build ML systems. I'm a software engineer at a Series B fintech, building the agent harness behind its AI assistant. I also created an edtech startup that teaches K-5 math through live sports.
RECENT
MODEL
74% accuracy across 400+ games, ahead of ESPN's picks. The platform itself is private, but the dataset it was built on is public.
PEER-REVIEWED
A GPT-4 trading prediction model for short- and long-term forecasting, published in the UC Merced Undergraduate Research Journal.
RESEARCH
Tested graph neural networks on Android malware that doesn't look like the training set. Training with simulated missing features cut the robustness gap from 36.2 to 31.0 points, and the report keeps the idea that didn't work.
OPEN SOURCE
Root-caused a data-integrity failure in nba_api, the open-source Python client with 3.4k+ stars and 1M+ downloads. The runtime warning and docs shipped in v1.11.3 are built on that analysis.
Nº 01 · MANAGED ADITYA DIRECTLY
“The scope of the project was quite huge, but he had an unwavering determination to take it to completion. After one of his internal presentations, a comment he received was that it usually takes a team almost a year to build what Aditya could do on his own in 2 months.”
Nº 02 · MANAGED ADITYA DIRECTLY
“Aditya took ownership of foundational research that directly shaped the project's architecture. He also led an exploratory effort into leveraging agentic AI workflows to accelerate frontend development. What stood out most was his ability to operate independently on ambiguous, research-heavy work, and deliver outputs that the team continued to build on well after his internship ended.”
Nº 03 · MANAGED ADITYA DIRECTLY
“He helped build critical tooling for our AI platform. He's sharp, self-motivated, and takes complete ownership of his work, which allowed him to drive complex projects forward with minimal guidance. He's the kind of person who sees what needs to be done and makes it happen.”
“…deliver a usable model that our product team can move forward with.”
Chief Product Officer · Vendavo
the work: Cut quote-creation turnaround 30%: a fiscal-year plan shipped in weeks
“…professionally and ahead of schedule.”
AI Social Impact Entrepreneur · ChatBuilt
the work: Built a GPT-4 Turbo chatbot that lifted retention 40% in beta
“…excellent recommendations within a short span of time…”
Co-Founder · Alphashots.AI
the work: Researched stock-prediction algorithms and pattern matching
“…grasp our work in such a short amount of time…”
Founder & Managing Director · DIA Higher Education Collaborators
the work: Built sentiment analysis to help colleges read student surveys
full letters on LinkedIn
PLAYER 1: NO CARTRIDGE
ARCADE · 3 CARTRIDGES ON THE SHELF
INSERT CARTRIDGE▮
pick a game from the shelf above
Eighteen roles since 2022, from student clubs, research, contract work and internships to founding teams and a full-time engineering job. The thread through the engineering roles is getting ML out of notebooks and into products people use.
18
Co-Founder & CTO · Edtech Startup · May 2025 - Presentnow
17
Software Engineer · Series B Fintech · Jun 2026 - Presentnow
16
Founding AI Engineer · Stealth AI Startup (a16z-backed) · Feb 2026 - Jun 2026
15
Co-Founder & CTO · Guardian AI · Aug 2025 - Jan 2026
14
Machine Learning Engineer Intern · Cybersecurity Startup (Series B) · Aug 2025 - Dec 2025
13
Full Stack AI Engineer Intern · Sixfold AI (Series B) · Jun 2025 - Aug 2025
12
Full Stack Developer · Pick N Show · Feb 2024 - Jun 2025
11
Software Engineering Consultant · Independent Client · Nov 2024 - Mar 2025
10
Founding Machine Learning Engineer · HoopSight AI · Aug 2024 - Feb 2025
9
Machine Learning Product Intern · Model N · Jun 2024 - Aug 2024
8
LLM Evaluation Specialist (Red-Teaming) · Upwork (freelance) · Jan 2024 - May 2024
7
Undergraduate Researcher · Google exploreCSR · Oct 2023 - Dec 2024
6
AI Chatbot Developer · ChatBuilt · Dec 2023 - Jan 2024
5
ML Researcher · Finance-Flash (Alphashots.AI) · Dec 2023 - Feb 2024
4
Signal Processing & CV Engineering Intern · Open Avenues · Sep 2023 - Nov 2023
the code ↗3
AI Implementation Intern · DIA Higher Ed · Sep 2023
2
Data Science Lead · ACM UCM · Aug 2023 - May 2024
1
Communications Manager & Data Analyst · The Statistician · Jul 2022 - May 2023