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Rishu VermaRV
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Rishu Verma

@rishuverma

I’m a Quant / Systems Intern building low-latency trading infrastructure and high-throughput data pipelines for HFT-style research.

India
Message

What I'm looking for

I’m looking to contribute to low-latency HFT infrastructure, owning end-to-end data pipelines and real-time scanners, improving latency and backend performance, and validating strategies with robust backtesting and stress testing.

I’m a final-year B.Tech student at NIT Hamirpur (2026) who’s hands-on with production-style systems through my Quant / Systems internship at Maitrion, a prop trading firm. I focus on designing high-throughput data pipelines and building real-time, multi-instrument scanning systems.

At Maitrion, I’ve reconstructed and validated an XAUUSD hedging strategy by mapping rules from public trade history into Python. I built a Selenium + Brave Linux automation pipeline for repeatable data extraction, and I developed a real-time multi-instrument CVD divergence scanner across 40+ CME/Eurex futures symbols with sub-bar latency, improving precision by filtering correlations and reducing false positives.

I also bring product and reliability instincts from building and shipping PrimeStage as Co-Founder & Product Lead. I improved backend latency by 35%, reduced app load time by 20%, and engineered a scalable AWS S3 media pipeline while driving 99.9% uptime using SRE principles. I’m eager to contribute to low-latency HFT infrastructure at Graviton Research Capital.

Experience

Work history, roles, and key accomplishments

MA
Current

Quant / Systems Intern

Maitrion

May 2026 - Present (1 month)

Reverse-engineered a live XAUUSD gold hedging grid strategy from Myfxbook trade history, reconstructing lot sizing and hedging entry/exit logic for validation and reporting. Built a real-time multi-instrument CVD divergence scanner for 40+ CME/Eurex futures symbols with sub-bar latency, using Z-Score normalization and composite ranking with correlation filtering to reduce false positives.

PR

Co-Founder & Product Lead

PrimeStage

Jan 2022 - Jan 2024 (2 years)

Resolved REST API latency bottlenecks, cutting backend response times by 35% and preventing data loss for 500+ daily active users through profiling and tracing. Built scalable media storage on AWS S3 with IAM access control to sustain 99.9% uptime, and reduced app load time by 20% via systematic performance profiling and reusable UI component development.

Education

Degrees, certifications, and relevant coursework

Coursera logoCO

Coursera

Quantitative Finance and Risk Modeling Specialization, Quantitative Finance & Risk Modeling

Coursera Quantitative Finance & Risk Modeling specialization focused on quantitative finance concepts and risk modeling.

National Institute of Technology, Hamirpur logoNH

National Institute of Technology, Hamirpur

Bachelor of Technology, Chemical Engineering

2022 - 2026

Activities and societies: Quantitative Finance & Risk Modeling specialization (Coursera) mentioned alongside studies.

B.Tech in Chemical Engineering at NIT Hamirpur (Nov 2022–Jun 2026), with a quantitative self-study focus on derivatives pricing, systematic trading, and time-series/statistical modeling.

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