Armaan Mahakul

Business Development Executive

Bengaluru, Karnataka, India0 mo experience

Key Highlights

Achieved 89% directional accuracy in NIFTY50 models.
Designed AI product PRD for BehaviourMirror.
Developed investment thesis for Ather Energy.

Stackforce AI infers this person is a Data Scientist with a focus on quantitative finance and product strategy.

Contact

Skills

Core Skills

Data Science

Other Skills

Python (Programming Language)Microsoft ExcelProduct ManagementStrategyBusiness Intelligence (BI)Time Series ForecastingModern Portfolio TheoryOptimizationMathematical ModelingNeural NetworksStatisticsRisk ManagementCredit Risk ManagementStatistical ModelingMarkowitz Model

About

I'm FRM Part I certified Final-year MSc Mathematics student at NIT Rourkela, sitting at the intersection of quantitative analysis, product thinking, and business strategy. Currently interning at Futures First in Global Markets, where I translate EIA and OPEC intelligence into structured forecasting frameworks — decomposing time-series patterns, modelling macroeconomic risk scenarios, and producing decision-ready outputs on WTI and Brent dynamics. My work spans three domains, and I like that deliberately: Data & Analytics — time-series forecasting, cohort modelling, A/B testing design, KPI hierarchy frameworks, and ensemble models. I have built hybrid models for NIFTY50 that hit 89% directional accuracy, and a portfolio optimiser covering 150+ configurations with Sharpe ratios exceeding 1.4x benchmark. Product — I think in funnels, retention curves, and North Star Metrics. From PRDs to go-to-market phasing, I've designed products like BehaviourMirror (0-to-1 AI PRD) and run full growth teardowns on Zomato and Stable Money — always anchored to revenue-grade outcomes, not vanity metrics. Strategy & Investing — competitive benchmarking, unit economics, moat identification. My Ather Energy investment thesis modelled FAME subsidy risk and EBITDA trajectory across multiple policy scenarios to arrive at a defensible view on long-term viability. If a problem has data behind it, I want to structure it. If it has a user behind it, I want to measure it. If it has money behind it, I want to model it.

Experience

0 mo

Total Experience

Average Tenure

Current Experience

Futures first

Market Analyst Intern

Jan 2026 – Present · 4 mos · Bengaluru, Karnataka, India · On-site

National institute of technology rourkela

2 roles

Research Intern

Feb 2023 – Apr 2023 · 2 mos

As part of my current research project under the guidance of Dr. Bibhudatta Sahoo, I am working on developing the Bipolar Slope One predictor scheme. This involves writing code in Python to create a recommendation system model that takes into account the user’s rating strictness, which results in a more precise and transparent process. This scheme builds upon earlier research and is an improvement over existing models. My work on this project is ongoing, and I am excited to contribute to the research community by potentially publishing a paper on my findings.

Python (Programming Language)Data Science

Co - Ordinator - Innovision 2022

Sep 2022 – Sep 2022 · 0 mo

As the coordinator for the PR and Publicity team, I single-handedly invited over 200 attendees from Bhubaneswar and Cuttack for Innovision hosted by my Institute. I utilized communication skills to spread the word about the event through social media, email, and phone calls. I collaborated with other teams to ensure the attendees were comfortable and safe, coordinating logistics such as accommodation, transportation, and food. This role developed my organizational, interpersonal, and leadership skills.

Microsoft Excel