Available for work

Akhina Manual

Data Analytics Business Intelligence Machine Learning

I build end-to-end data solutions, from transforming raw data into actionable insights to developing machine learning models, AI-powered applications, and interactive dashboards that solve real-world business problems.

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Portrait of Akhina Manual
Portrait of Akhina Manual

Technical Skills

Tools and technologies that help me uncover meaningful insights from data.

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Python

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MySQL

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Pandas

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NumPy

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scikit-learn

Power BI

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Tableau

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Plotly

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Microsoft Excel

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Git

Featured Projects

A range of projects demonstrating how I turn ideas into functional experiences

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Predictive Lead Conversion Analysis

Built a machine learning solution to predict lead conversion and identify key conversion drivers. Designed interactive Power BI and Tableau dashboards to visualize insights and support data-driven sales decisions.

Python • Pandas • Scikit-learn • XGBoost • Power BI • Tableau

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Sales Intelligence Copilot

Built an AI-powered sales intelligence platform integrating forecasting, anomaly detection, interactive analytics, and a conversational AI assistant into a unified dashboard for data-driven decision-making.

Python • Streamlit • Plotly • Pandas • SARIMA • Groq + LLM

Professional Experience

A summary of my professional journey and the impact I’ve made

Jr. Data Analytics Intern

2026

Knovista Technologies Pvt. Ltd.

  • Developed 3 interactive Power BI and Tableau dashboards featuring KPI cards, dynamic filters, and interactive visualizations to monitor sales performance, campaign effectiveness, and lead conversion.

  • Cleaned, transformed, and analyzed 27K+ lead records using SQL, Python, and Advanced Excel to prepare datasets for business intelligence reporting.

  • Created 7 DAX measures and designed a Star Schema with 5 dimension tables to support KPI tracking, drill-through analysis, and interactive business reporting.

Jr. Data Analytics Intern

2026

Knovista Technologies Pvt. Ltd.

  • Developed 3 interactive Power BI and Tableau dashboards featuring KPI cards, dynamic filters, and interactive visualizations to monitor sales performance, campaign effectiveness, and lead conversion.

  • Cleaned, transformed, and analyzed 27K+ lead records using SQL, Python, and Advanced Excel to prepare datasets for business intelligence reporting.

  • Created 7 DAX measures and designed a Star Schema with 5 dimension tables to support KPI tracking, drill-through analysis, and interactive business reporting.

Technology Analyst

2018 — 2022

Infosys Ltd

  • Developed automated operational reports using Advanced Excel, SQL, and New Relic to monitor application performance and support production operations.

  • Wrote SQL SELECT queries to extract, validate, and analyze production data, supporting incident investigation and operational reporting.

  • Collaborated with 3 cross-functional teams to analyze production issues, identify performance trends, and improve application reliability.

Technology Analyst

2018 — 2022

Infosys Ltd

  • Developed automated operational reports using Advanced Excel, SQL, and New Relic to monitor application performance and support production operations.

  • Wrote SQL SELECT queries to extract, validate, and analyze production data, supporting incident investigation and operational reporting.

  • Collaborated with 3 cross-functional teams to analyze production issues, identify performance trends, and improve application reliability.

Academic Background

The academic foundation behind my analytics and machine learning journey.

M.Sc. Data Science

2022 - 2023

University of Salford

  • Specialized in data analytics, machine learning, statistical modeling, and business intelligence.

  • Applied Python, SQL, and data visualization techniques to real-world analytics and machine learning projects.

M.Sc. Data Science

2022 - 2023

University of Salford

  • Specialized in data analytics, machine learning, statistical modeling, and business intelligence.

  • Applied Python, SQL, and data visualization techniques to real-world analytics and machine learning projects.

B.Tech. Information Technology

2014 - 2018

Toc H Institute of Science and Technology

  • Developed a strong foundation in software development, database systems, and analytical problem-solving through project-based coursework.

B.Tech. Information Technology

2014 - 2018

Toc H Institute of Science and Technology

  • Developed a strong foundation in software development, database systems, and analytical problem-solving through project-based coursework.

Certifications & Achievements

Professional certifications and recognitions that reflect my continuous learning and industry experience.

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Oracle Database Foundations - Coursera

Built a strong foundation in relational databases, SQL, Oracle architecture, and database design for analytical applications.

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Complete Data Science Bootcamp - Udemy

Hands-on training in Python, machine learning, deep learning, statistics, SQL, Tableau, and real-world data science workflows.

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RISE Insta Award - Infosys Ltd

Awarded the RISE Insta Award for seamlessly switching across project tasks, supporting team activities, and contributing to quality improvements through proactive defect identification.

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Data Analytics Job Simulation - Deloitte

Completed Deloitte's Data Analytics Job Simulation, developing Tableau dashboards and performing Excel-based analysis to generate business insights.

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