software engineer / ai + prediction markets

ADITH GANGALAKUNTA

I build AI pipelines and market infrastructure: RAG systems in production, trading engines, and the apps on top.

[ view work ]
01

selected work

Shake

Swift / SwiftUI / Supabase / LSMR

Real-money social wagering on iOS: friend wagers and open prediction markets priced by a custom LSMR market maker.

custom market maker + live price charts + wallet with RLS
live github

Kalshi Trading Bot

Python / TypeScript / SciPy / Supabase

Automated quant system trading BTC/ETH range contracts on CFTC-regulated prediction markets.

69% win rate over 58 settled live trades
github

TrendSent

React / Node / GPT API / MindsDB

ML pipeline turning SEC filings into sentiment scores and DCF projections for comparative equity analytics.

3rd place, Goldman Sachs Challenge (1,200 participants)
devpost

Midas

React / Hume.AI / MindsDB

Real-time inference fusing facial-expression analysis with market signals for crypto trading decisions.

3rd place, UC Berkeley Cal Hacks (1,600+ participants)
devpost
02

experience

summer 2025 / remote

The Way & True Ventures

software developer + vc fellow

  • Owned the production RAG pipeline behind Archive Assistant (15,000+ users): corpus chunking, Pinecone index tuning, retrieval reranking, LangChain orchestration.
  • Deployed inference on SageMaker, tracked latency and retrieval recall, and built observability tooling for silent retrieval degradation.
  • Assessed True Ventures portfolio companies for AI implementation opportunities.
LangChainPineconeSageMakerRAG

may to aug 2024 / san francisco

GGWP

software engineer + founder

  • Designed and built a full-stack social app: Django REST API, Supabase data layer, React Native client.
  • Beta-tested with 150+ users and selected for the a16z-backed BuildSpace S5 cohort.
DjangoSupabaseReact Native

june to aug 2024 / remote

Portages Health

product developer

  • Built a mental-health tracking app in React Native and Firebase.
  • Ran 40 customer discovery interviews and owned the mobile product lifecycle from design to deployment.
React NativeFirebase

june to aug 2023 / allen, tx

HelloAppt

full stack developer

  • Designed the data model and Django REST API for a scheduling platform supporting 30+ service providers.
  • Delivered the full stack, backend, API, and React frontend, from scratch.
DjangoReactREST APIs
03

skills

>languages

Python TypeScript JavaScript C/C++ Go Java Swift SQL Rust

>ai / ml

PyTorch TensorFlow SciKit-Learn LangChain Pinecone GPT APIs Hume.AI MindsDB RAG pipelines LLM evaluation

>infra / systems

AWS SageMaker GCP Docker Kubernetes PostgreSQL MongoDB Supabase Firebase Linux Bash Git

>web / mobile

React React Native SwiftUI Node.js Django Express REST APIs
04

about

I'm a computer science senior at UT Dallas (class of 2026), with coursework in machine learning, AI, advanced algorithms, and computer architecture, and Vice President of Service for Alpha Kappa Psi.

I like the seam where software meets markets: pricing engines, retrieval systems, trading bots, and the infrastructure that keeps them honest.

currently working with

05

Let's work together.

github linkedin devpost