MK

Web3 · AI · Product Analytics

Mohit Kumar

Business Analyst, Web3 & AI Systems

I work at the intersection of product, analytics and AI. I have shipped Web3 products, built marketing analytics systems, and trained machine learning models for forecasting and detection.

Email me+91-9304240766
accuracy in AI-vs-human content detection
93%
accuracy in AI-vs-human content detection
better Google Ads tracking accuracy
60–70%
better Google Ads tracking accuracy
higher customer engagement
42%
higher customer engagement
precision in churn prediction
98%
precision in churn prediction
01

Experience

  1. Business Analyst (Web3 & AI Systems)

    June 2024 – Present

    Ravant Technologies (formerly Renske Tech)Onsite

    • Delivered FOMO.gg (now ripr) within one month, owning it from research to deployment. It is a Solana-based platform where users create tokens in just two steps.
    • Defined the product roadmap and turned stakeholder requirements into a scalable platform. Built marketing analytics in Tableau and Power BI covering retention, campaign performance and customer behaviour.
    • Ran campaign measurement and ROI analysis across marketing operations. Implemented server-side GTM on Google Cloud and Stape across multiple products, improving Google Ads lead tracking accuracy by 60–70%.
    • Owned end-to-end user lifecycle analytics: behavioural cohort frameworks, real-time dashboards and lifecycle health reports that surface dormancy signals, retention anomalies and campaign performance.
    • Built reactivation scoring models (XGBoost, LightGBM) end to end, from feature engineering and cross-validation to score calibration and lift evaluation with gain charts, KS statistic and AUC, then turned scores into prioritised outreach lists for campaign tools.
    • Built AI agents and chatbots across several use cases, and trained a RoBERTa model that detects AI vs human-written content at 93% accuracy, saving 600–800 USD a month in tool costs.
    Product ManagementPythonAIWeb3Product AnalyticsMongoDBCohort AnalysisMachine Learning

  2. AI/ML Specialist Intern

    January 2024 – June 2024

    Shaurya Infosoft (Partnered with Renske Tech)Onsite

    • Developed and customised machine learning models for yPredict.ai, including a PyTorch LSTM with 84% accuracy for forecasting cryptocurrency prices from Yahoo Finance and other APIs.
    • Improved customer engagement by 42% by explaining model insights and forecasts to non-technical audiences through clear documentation.
    PythonMachine LearningStatistical ModellingTime Series Forecasting
02

Projects

Oct 2023 – Dec 2023

Predicting Customer Churn in a Subscription Service

Churn prediction model for subscription services using Decision Tree and Random Forest classifiers, reaching 98% precision through feature engineering and data exploration.

Machine LearningPredictive AnalyticsRandom Forest

Sep 2022 – Oct 2022

Advanced Text Analysis

NLP analysis beyond sentiment scores, giving insight for content creation, audience targeting and readability improvement.

PythonNLPRegular Expressions
03

Case Study

04

Skills

Product

Product ManagementProduct OwnershipProduct StrategyRequirement GatheringStakeholder ManagementA/B Testing

Data & analytics

PythonSQLMongoDBTableauPower BICohort AnalysisTime Series Forecasting

AI & machine learning

Machine LearningPyTorchXGBoostLightGBMLogistic RegressionNLPLLMsAI Agents

Web3

SolanaSmart ContractsBlockchain FundamentalsWeb3 Product Architecture

Cloud & tooling

GCPAWSDockerCI/CDGitHubPostmanServer-side GTM

Ways of working

Cross-functional CollaborationData-driven Decision MakingAnalytical ThinkingCommunicationLeadership
05

Education

  1. B.Tech, Computer Science and Engineering (AIML)

    Noida Institute of Engineering and Technology, Greater Noida

    Aug 2020 – Jun 2024CGPA 8.39

  2. Class XII (BSEB)

    Thakur Prasad Singh College, Patna

    Apr 2017 – Apr 201981.2%

  3. Class X (BSEB)

    Bihar School Examination Board, Bihar

    Apr 201774.6%
06

Certifications

Google Data Analytics Professional Certificate

Google, via Coursera

View certificate

Machine Learning coursework

Machine Learning Foundations, Introduction to Machine Learning, Introduction to NoSQL Databases, Machine Learning with Python

Coursera profile

Achievements

6-star problem solving, 5-star Python

HackerRank

HackerRank profile

200+ DSA problems solved

Data structures and algorithms on HackerRank and LeetCode

LeetCode profile

Let's work together

Open to conversations about product analytics, Web3 and applied AI.

mohitprateek2002@gmail.com