Rohan Thakur
As a Quantitative Developer, I approach complex challenges with a highly logical and pragmatic mindset, valuing the autonomy to explore and implement effective solutions. I thrive on self-reliance and improvisation, always delivering frank, data-driven insights to achieve tangible results.
Experience
Quantitative Developer
Antique Stock Broking Limited · Dec 2024 – Nov 2025
- Built automated reporting workflows & data pipelines processing 10,000+ signals daily, reducing manual effort by 80%
- Built an LLM-powered Q&A agent for SEC filings using RAG and Agentic AI.
- Automated data retrieval, chunking, and hybrid search to deliver accurate, attributed financial insights, reducing analyst research time by ~70%
- Designed and back-tested algorithmic trading strategies in Python, generating robust Buy/Sell signals by implementing different modules
Associate Quantitative Researcher
Antique Stock Broking Limited · Dec 2024 – Nov 2025
- • Working on GIMI Methodology for index construction to predict stocks over 400 $Mn in market capital which going be part of the index constituents.
- • Automated the process using Python for data extraction and visualization of active options (derivatives) to derive insights.
Data Scientist
Torch Investment Management · Jan 2022 – Dec 2023
- • Led a team to work on solving complex projects using AI and Machine Learning
- • Performed data extraction automation and cleaning before visualization of the data to derive insights.
- • Created AI models and algorithms
Data Scientist
Torch Investment Management Fund · Jan 2022 – Nov 2023
- Led the design and implementation of AI/ML-driven forecasting models and trading algorithms, collaborating with a cross-functional team to deliver production-ready solutions
- Engineered scalable time-series pipelines using LSTM and ARIMA, integrating feature engineering, hyper-parameter tuning, and pattern recognition techniques for financial market prediction
- Developed and deployed a sentiment analysis system leveraging Fin-BERT, building data ingestion pipelines, preprocessing workflows, and model inference APIs to generate real-time market sentiment
Software Engineer
Quinta Systems · May 2021 – Dec 2022
- Developed and maintained scalable web apps using Python, Django, React, improving user performance by 30%
- Optimized PostgreSQL queries and schema design, reducing query execution time by 25% and enhancing data retrieval
- Debugged frontend issues, optimized logic, and improved application stability by reducing production bugs and downtime
Skills 0 proven through work
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What drives their work
The Architect
Designs the robust systems that underpin complex operations.
Rohan's superpower
You excel at conceptualizing and constructing intricate data-driven systems and algorithms.
How Rohan works
You are best suited for roles that require deep technical expertise in data, algorithms, and system design, where you can take ownership of significant components.
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