- Joined
- 2/23/25
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Hi all — I’m Karthik, an applied machine learning engineer and researcher with 6+ years of experience, now shifting full focus to quantitative research.
Over the last few years, I’ve developed 7 original alpha strategies and built full research pipelines around them — including news sentiment alphas, patent momentum strategies, macro/ticker signal mapping, and regime-shift detection for crypto markets.
Quick profile:
Resume: https://drive.google.com/file/d/15ott7PCCc64PwfvCPcvI1PX7bvjS7CVF/view?usp=sharing
Mail: gummadikarthikeya3@gmail.com
I’m open to quant researcher or signal research roles globally — if anyone’s hiring, referring, or has recruiter contacts, I’d really appreciate a lead.
Thanks!
Over the last few years, I’ve developed 7 original alpha strategies and built full research pipelines around them — including news sentiment alphas, patent momentum strategies, macro/ticker signal mapping, and regime-shift detection for crypto markets.
Quick profile:
- 6+ YOE across ML research, quant signal engineering, and time-series modeling
- 3 patents filed (quant modeling, market perception engines, and applied AI)
- Tech stack: Python, C++, XGBoost, custom bayesian inference models, forecasting pipelines
- Recent master’s in CS & AI; strong math/infra background
- Hands-on with backtesting, PnL prediction, Sharpe optimization, and market behavior clustering

Mail: gummadikarthikeya3@gmail.com
I’m open to quant researcher or signal research roles globally — if anyone’s hiring, referring, or has recruiter contacts, I’d really appreciate a lead.
Thanks!