ankur k

ankur k

managment trainee
India

About Me

Business Strategy | GTM | Growth
Strategic Growth & Operations Specialist focused on building scalable GTM frameworks for high-growth startups. Expert in 'Pattern Recognition'—identifying market inefficiencies and conver…

Experience

Business Analyst

Ample EV
Jan 2025 - Dec 2025 · 11 months

Analyzed telemetry data from 500+ electric vehicle fleets using Python and SQL, identifying battery performance patterns and reducing range anxiety issues by 30%.
Built real-time dashboards with Tableau and ClickHouse to monitor 50K+ data points per second, enabling proactive maintenance alerts and reducing vehicle downtime by 25%.
Conducted A/B testing on charging optimization algorithms using statistical analysis (t-tests, ANOVA), improving charging efficiency by 18% across 10K+ charging sessions.
Created automated ETL pipelines with Apache Airflow, processing 2TB of vehicle sensor data weekly and reducing manual data preparation time by 20 hours/week.
Developed predictive maintenance models using XGBoost and Random Forest, achieving 87% accuracy in predicting battery failures before occurrence.

Business Analyst

Ample EV
Jan 2025 - Dec 2025 · 10 months

Analyzed telemetry data from 500+ electric vehicle fleets using Python and SQL, identifying battery performance patterns and reducing range anxiety issues by 30%., Built real-time dashboards with Tableau and ClickHouse to monitor 50K+ data points per second, enabling proactive maintenance alerts and reducing vehicle downtime by 25%., Conducted A/B testing on charging optimization algorithms using statistical analysis (t-tests, ANOVA), improving charging efficiency by 18% across 10K+ charging sessions., Created automated ETL pipelines with Apache Airflow, processing 2TB of vehicle sensor data weekly and reducing manual data preparation time by 20 hours/week., Developed predictive maintenance models using XGBoost and Random Forest, achieving 87% accuracy in predicting battery failures before occurrence.

Business Strategy Intern

Razorpay, Remote
Dec 2023 - Feb 2024 · 2 months

Researched the Indian FinTech ecosystem to identify expansion opportunities for payment infrastructure products., Analyzed competitors including Stripe and PayU evaluating pricing strategy, APIs and developer experience., Designed a merchant acquisition strategy targeting SaaS startups, D2C brands and online marketplaces., Built Excel dashboards tracking funnel metrics including onboarding, activation and payment volume growth., Prepared insights on partnership-led distribution opportunities with SaaS and e-commerce platforms.

Skills

Excel Market Research Competitive Analysis Customer Acquisition Product Positioning Pricing Strategy Go-to-Market Strategy Funnel Design Product-Led Growth SQL (Basic) CRM Platforms Market Research Tools SaaS FinTech Internet Products Startup Ecosystems Python pandas numpy scikit-learn SQL Tableau Power BI Looker Studio Matplotlib Seaborn Plotly A/B Testing Hypothesis Testing Regression Analysis Time Series Clustering PCA ETL/ELT Apache Airflow dbt PostgreSQL MySQL BigQuery Redshift XGBoost LightGBM TensorFlow PyTorch NLP Forecasting Spark Hadoop Kafka ClickHouse TimescaleDB AWS S3 Athena GCP Docker Git Jupyter SHAP Prophet LSTM NLTK Transformers
Report this Profile?