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Meghana Gandham

@meghanagandham

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Aspiring data scientist with a focus on AI and analytics.

Zimbabwe

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What I'm looking for

I am looking for a role that fosters growth in data science and analytics, where I can apply my skills in real-world projects and collaborate with innovative teams.

I'm Meghana Gandham, a B.Tech student in Computer Science and Engineering at the National Institute of Technology, Warangal. My passion lies in data science and artificial intelligence, where I have honed my skills through various projects and coursework. I have developed an Automatic Speech Recognition System for aphasia patients, enhancing model accuracy by 30% using advanced techniques like BERT. This project not only showcased my technical abilities but also my commitment to leveraging technology for social good.

In addition to my technical projects, I have gained valuable experience in product analytics through my work with Mixpanel, where I optimized product flows and provided actionable insights to stakeholders. My analytical skills were further demonstrated during my virtual experiences with BCG X and TATA, where I developed predictive models and created insightful dashboards. I am eager to apply my skills in a challenging role that allows me to contribute to innovative data-driven solutions.

Experience

Work history, roles, and key accomplishments

ASR System for Aphasia Patients

Self-Employed

Led the enhancement of an ASR model by optimizing the ASR+LLM pairing and develop a prototype device with a supporting app. Improved ASR model accuracy by 30% using BERT and WER metrics through optimized ASR+LLM pairing. Developed a Java-based Android app with cloud-integrated backend for real-time speech recording.

LLM BERT WER Java Android Development

CRM Data Insights

Self-Employed

Developed data-driven CRM strategies, improving user engagement and campaign targeting. Boosted conversion rates by 15% by analyzing user engagement (email, SMS, WhatsApp) with SQL. Created Excel-based visualizations to identify optimal communication channels.

CRM SQL Excel Data Visualization User Engagement Campaign Management Data Analysis

Data Science Virtual Experience

BCG X

Developed a churn prediction model and presented actionable insights for business stakeholders. Built a Random Forest model (73% accuracy, 42% recall) for 15,000+ SME records to predict churn, and proposed a 20% discount strategy to boost retention.

Data Science Churn Modeling Random Forest Machine Learning Business Analytics SME Retention

Data Visualisation Virtual Experience

TATA

Cleaned and transformed sales data using SQL and Excel for accurate revenue forecasting and trend analysis. Created Tableau/Power BI dashboards for revenue trends and customer segmentation.

Data Visualization SQL Excel Tableau Power BI Revenue Forecasting Trend Analysis Sales Data Analysis

Product Analytics Micro-Certification

Product School

Completed a certification course in Product Analytics, gaining proficiency in key methodologies. Skilled in A/B testing, cohort analysis, KPI tracking, and Mixpanel for comprehensive user behavior analysis.

Product Analytics A B Testing Cohort Analysis KPI Tracking Mixpanel User Behavior Analysis

AI-Powered Product Analytics

Self-Employed

Optimized product flows using Mixpanel-driven insights and analysis. Built Mixpanel dashboards using Python and SQL to track user behavior and feature adoption. Conducted A/B testing and cohort analysis to optimize product flows and engagement, providing data-driven insights to stakeholders.

Mixpanel Python SQL A B Testing Cohort Analysis Product Analytics Data Analysis

Education

Degrees, certifications, and relevant coursework

National Institute of Technology, Warangal

B.Tech, Computer Science and Engineering

Activities and societies: Engaged in personal projects such as an Automatic Speech Recognition System for Aphasia Patients, AI-Powered Product Analytics with Mixpanel, and Customer Relationship Management (CRM) Data Insights. Participated in virtual learning experiences including BCG X - Data Science, TATA - Data Visualisation, and Product Analytics Micro-Certification.

Pursued a Bachelor of Technology in Computer Science and Engineering. Key coursework included Data Structures and Algorithms, Database Management System, Machine Learning, Software Testing, and IOT & Cloud Computing.