ratandua
Quantitative Researcher | Algorithmic Trading | Data Science
I am a Quantitative Researcher with 18+ years of experience spanning systematic trading, quantitative research, data science, and statistical modeling. My background combines 10 years in financial markets with 8 years in machine learning and predictive analytics.
I have designed and managed systematic trading strategies across equities, commodities, and futures, delivering approximately 20% annual unlevered returns with a Calmar ratio of 2. My work includes alpha research, market regime detection, time-series forecasting, portfolio optimization, backtesting, and risk management. I also have extensive discretionary trading experience in Brent Crude and Gasoil futures, applying market microstructure, technical analysis, and fundamental research.
On the data science side, I have built machine learning and deep learning models using Python for forecasting, classification, NLP, and large-scale data analysis. My experience includes feature engineering, statistical modeling, BERT-based NLP, Dynamic Time Warping (DTW), and predictive modeling using modern ML techniques.
I'm looking for remote Quantitative Researcher roles where I can apply systematic research, quantitative modeling, and data science to build profitable trading strategies.
Experience: 11 years
Yearly salary: $40,000
Hourly rate: $40
Nationality: 🇮🇳 India
Residency: 🇮🇳 India
Experience
AVP Quant
Marketopper Securities Pvt. Ltd. 2022 - 2026
Developed and managed systematic portfolios in Equity and Commodity using trend-following and mean reversion strategies. Engineered an innovative alpha generation strategy utilizing Dynamic Time Warping (DTW) for historical time-series pattern matching. Developed a deep learning time series prediction model for portfolio profit booking resulting in 20% increased realized profits. Portfolio management by clustering similar signals and allocating exposure across clusters based on market regimes.
Data Scientist
Innoplexus Consulting Services Pvt. Ltd. 2019 - 2022
Developed machine learning model with 80% precision for clinical trial prediction and outcome forecasting for global pharmaceutical clients. Created high-quality labeled datasets for model training using BERT (NLP) increasing the training data by 30%. Optimized clinical trial design using statistical techniques. Created biotech stock portfolio based on prediction model for the upcoming clinical trial readouts.
Analyst
Marketopper Securities Pvt. Ltd. 2018 - 2019
Designed systematic alpha strategies for equity futures utilizing technical indicators and structural chart patterns. Designed a dynamic volatility-driven hedging framework utilizing outright option purchases and collar structures to actively mitigate downside risk.
Associate
Futures First Info Services Pvt. Ltd. 2012 - 2017
Executed discretionary trading strategies on the energy (Brent Crude Oil & Gasoil) futures curve using technical analysis, market microstructure and fundamental analysis with peak consecutive annual performances of $250k in 2014 & 2015. Formulated and executed short/medium term trading strategies in futures utilizing calendar spreads and butterflies.
Assistant Manager
GENPACT Analytics 2009 - 2012
Developed a predictive decision tree model to analyze the cost-benefit of underwriter verifications against baseline portfolio bad rates. Identified optimization segments to safely bypass unnecessary verifications, significantly reducing corporate underwriting expenses.
Analyst
Modelytics India Pvt. Ltd. 2007 - 2009
Developed double-hurdle predictive statistical models to accurately target high-value financial accounts. Built Logistic Regression model to calculate account activation probabilities alongside OLS Regression model to forecast probable client spend.
Skills
quantitative-researcher
data-science
english