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Aditya User

@aditya_paradkar

I build production trading systems and secure AI tools for real-world markets.

India
Message

What I'm looking for

I am looking to work with a small company/startup, ideally a team under 20 people, and work on interesting projects and ideas, with really smart people. I primarily want a remote role, with slightly flexible hours, and have no problem working on contract based roles, where I am supposed to work with the AI ecosystem, and do not mind working on multiple projects simultaneously.

I build and operate end-to-end systematic trading infrastructure for India’s NSE, BSE, and MCX exchanges, from live tick feeds through order execution.

My flagship project, Statrex, runs paper and live strategies and multi-strategy portfolios with multi-broker failover, reproducible backtesting, TimescaleDB storage, and market-calendar operations. I use walk-forward analysis, purged cross-validation, and probability-of-overfitting to distinguish real edge from luck.

For Capital Ken, I built a Python/FastMCP server that gives Claude, ChatGPT, and Cursor secure, authenticated access to an investment-management database through nine structured tools. Its security model includes OAuth 2.1 with PKCE, RS256 JWTs, role-based access, audited PII-sanitised logging, rate limiting, and circuit breakers.

I also build practical AI and data products, including a Garmin-connected health tracker with an OpenClaw-based agent and a Python library for Indian-market derivatives and OHLCV data management. I ship Python, Rust, and Bash on Linux and Docker.

Experience

Work history, roles, and key accomplishments

Capital Ken logoCK

Software Developer/Consultant

Capital Ken

Jul 2025 - Jan 2026 (6 months)

I was an external consultant with Capital Ken and built out their MCP server for them, with MFA auth, multi-later authorization, depending on client's payment tier, with analytics built in, to aggregate, and filter results based on the user's query. It worked with LLMs, but main use case was with Claude, and ChatGPT.

Education

Degrees, certifications, and relevant coursework

CQF Institute logoCI

CQF Institute

Certificate in Quantitative Finance (CQF), Quantitative Finance

2022 - 2022

Earned the Certificate in Quantitative Finance (CQF) from CQF Institute in 2022.

QuantInsti logoQU

QuantInsti

Executive Programme in Algorithmic Trading (EPAT), Algorithmic Trading

2020 - 2020

Completed the Executive Programme in Algorithmic Trading (EPAT) from QuantInsti in 2020.

BITS Pilani, Pilani Campus logoBC

BITS Pilani, Pilani Campus

Bachelor of Engineering (Hons.), Mechanical Engineering

2013 - 2017

Pursued a Bachelor of Engineering (Hons.) in Mechanical Engineering from BITS Pilani, Pilani Campus, from 2013 to 2017.

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