Ankit Mandpe

AI Researcher

Nagpur, Maharashtra, India1 yr 10 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in predictive modeling and quantitative research.
  • Delivered high-impact projects in finance and mobility.
  • Strong foundation in machine learning and deep learning.
Stackforce AI infers this person is a Fintech-focused data scientist with expertise in predictive modeling and algorithmic trading.

Contact

Skills

Core Skills

Predictive ModelingQuantitative Research

Other Skills

Analytical SkillsAnalyticsArtificial Intelligence (AI)C (Programming Language)CommunicationCorrelation analysisCritical ThinkingData AnalysisData ScienceData StructuresEngineeringFinancial securitiesFundraisingLeadershipMarket Head

About

I’m a data scientist with hands-on experience in building intelligent systems for decision-making, forecasting, and automation. Whether it's optimizing trade execution for hedge funds, predicting urban traffic with generative AI, or building fault detection systems for industry 4.0, I thrive at the intersection of data, algorithms, and action. 🔍 What I bring: • Experience with real-time data pipelines, predictive modeling, and time-series forecasting • Strong foundation in machine learning, deep learning, and optimization • Ability to go from raw data → deployed solutions, with performance monitoring • Collaborative mindset from working across engineering, research, and strategy teams 📈 I’ve delivered high-impact projects in: • Finance – Algorithmic trading, alpha signal generation, execution optimization • Mobility – Traffic forecasting using GNNs & generative models • Industry – Fault detection using unsupervised learning & hybrid modeling I’m always excited by complex problems and systems that require both analytical depth and creative thinking.

Experience

Undisclosed hedge fund

Quantitative Researcher

Sep 2024Jun 2025 · 9 mos · Remote

Career development cell, iit jodhpur

2 roles

Placement Coordinator

May 2024Apr 2025 · 11 mos · IIT Jodhpur · On-site

Internship Representative

Aug 2023Jun 2024 · 10 mos · IIT Jodhpur · On-site

Worldquant

Research Consultant

Oct 2023Jun 2024 · 8 mos · Remote

  • Simulated and produced Alphas – predictive models for financial securities, with a threshold Sharpe of above 1.25 and Fitness of above 1, alphas measure against a pool of other alphas and are checked for correlation and rebalancing costs, among other factors
  • I was inducted as a Research Consultant at the firm after the IIT Jodhpur's Alphathon & Global Challenge where I secured 202nd place in Global challenge out of 16,000.
Predictive modelingFinancial securitiesSharpe ratio analysisCorrelation analysisQuantitative research

Inter iit tech meet 12.0

Quantitative Researcher

Oct 2023Dec 2023 · 2 mos · IIT Madras · Hybrid

Education

Indian Institute of Technology Jodhpur

Bachelor of Technology - BTech — Chemical Engineering

Dec 2021Present

Prerna junior College

High School Diploma

Mar 2020Apr 2021

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