Bashisthadev Ghosh

Co-Founder

India3 yrs experience

Highly Stable

Key Highlights

Delivered economy audits lifting ARPDAU by 8-12%
Increased first-time payer conversion by 3-5%
Improved D30 retention by 1-2 percentage points

Stackforce AI infers this person is a Game Economy and Data Analytics Consultant specializing in hybrid-casual gaming.

Contact

Skills

Core Skills

Game Economy DesignMonetisation DesignData AnalysisGaming Analytics

Other Skills

Analytics & KPI OptimisationData LoadingData MiningData VisualizationPredictive ModelingProgression SystemsGame AnalyticsGame DesignMarketing StrategyMobile GamesApp MarketingData ScienceData ExtractionTableauData Analytics

About

Partnerships & Consulting: bashisthadev@ghoshxp.com I help hybrid-casual studios build their monetization strategy from the ground up. With deep economic auditing, LiveOps frameworks, and meta-layer architecture, you get a data-backed system designed to scale. I solve the structural problems that keep games from hitting the next level—from broken reward loops to stagnant LTV. The results? • Delivered economy audits that lifted ARPDAU by 8–12%. • Increased first-time payer conversion by 3–5%. • Improved D30 retention by 1–2 percentage points. I only partner with a limited number of studios per quarter to ensure I am personally behind every strategy. I don’t believe in massive agency scaling; I can stay deeply involved in decisions that matter. If you think your game’s economy has potential but feels fragile, we can talk. I’ll take a look at where your economy is currently leaking, where you want your revenue to be, and we can map out how to build a sustainable growth engine. And if I’m not the right fit, I’ll point you in the right direction.

Experience

3 yrs

Total Experience

3 yrs

Average Tenure

Current Experience

Ghoshxp

Game Economy & Monetization Consultant

Sep 2023 – Present · 2 yrs 9 mos · Remote

Economy & Currency Design:
● Define and balance primary/secondary currencies, sinks & faucets, and progression loops.
● Build spreadsheets, Machinations models, and simulation scripts (Python/SQL) to forecast long-term economy health and player lifetime value (LTV).
Monetisation System Design:
● Create fair, engaging purchase flows: IAP bundles, subscriptions, boosters, and limited-time offers.
● Develop monetisation roadmaps tied to key KPIs—ARPDAU, payer conversion, retention, and engagement.
Analytics & KPI Optimisation:
● Translate complex telemetry into actionable insights; run simulations and scenario analysis.
● Deliver data-driven recommendations that balance player experience with business goals.
Cross-Functional Consulting:
● Collaborate with design, product, and UA teams to align economy health with acquisition and retention strategies.
● Present findings and recommendations for studio leadership and investors.

Game Economy DesignMonetisation DesignAnalytics & KPI Optimisation

Freelance

Data Scientist & Consultant

Sep 2020 – Oct 2023 · 3 yrs 1 mo · Remote

Delivered 30+ freelance projects focusing on data analysis, visualization, and predictive modeling across industries including gaming, retail, and e-commerce.
● Gaming Analytics: Analysed player telemetry to identify churn patterns, monetisation bottlenecks, and progression pacing issues. Built dashboards and predictive models to optimise retention, ARPDAU, and LTV.
● Retail & E-commerce Analytics: Created sales forecasting models, customer segmentation, and marketing attribution analyses. Visualized KPIs to help clients make data-driven pricing and inventory decisions.
● Predictive Modeling & Forecasting: Developed regression, classification, and time-series models to predict user behavior, sales trends, and product demand.
● Data Visualization & Reporting: Produced interactive dashboards (Excel, Tableau, Power BI) to translate complex datasets into actionable insights for stakeholders.
● End-to-End Consulting: Collaborated with clients to define KPIs, clean and structure datasets, run analyses, and deliver strategic recommendations that improved operational and business outcomes.

Data LoadingData MiningData VisualizationPredictive ModelingGaming AnalyticsData Analysis