Abhishek Kumar

Data Analyst • AI & Machine Learning Engineer • Bengaluru, KA, IN

scikit-learn

Machine Learning

Analytics

Inventory Auditing

Trend Forecasting

Analytical Thinking

Statistical Analysis

Natural Language Processing

Streamlit

NLTK

Plotly

Python

Available for hire fromNegotiable

Contracts

Expert Data Engineer & Analyst Specializing in AI-driven Solutions and Business Intelligence

I am Abhishek Kumar looking for opportunities in data analysis, leveraging my extensive experience in data sciences and analytics. With over 14 months of hands-on experience from internships at Blubirch and Turing, I have honed skills in SQL, Python (including machine learning), and data visualization tools like Power BI and Looker Studio. I have developed end-to-end predictive models delivering tangible business results, such as time-series forecasting models that improved inventory management and reduced costs for retailers. My expertise in building interactive dashboards and reports has empowered executives across industries to make informed decisions. As an ML Engineer, my work in data analysis, predictive modeling, and visualization has been recognized in various impactful projects, notably a Job Recommender System and a Movie Recommendation system. These projects significantly enhanced user engagement and operational efficiency. My technical background and experience in extracting actionable insights from data position me as a strong candidate for data analyst roles.

Projects

Business Intelligence Dashboard for Operational Excellence .

Tools Used: Looker Studio (Google Data Studio), SQL, Python, Data Visualization ● Built an end-to-end BI dashboard that improved operational efficiency by 20% by tracking technician performance, ticket resolution, and financial metrics. ● Reduced ticket resolution time by 15%, helping the company enhance customer satisfaction and streamline support operations. ● Analyzed financial trends, allowing the team to better forecast maintenance costs and reduce unnecessary expenditures. ● Implemented automated escalation monitoring, resulting in 60.8% of tickets being resolved in under 10 days, reducing backlog. ● Delivered actionable insights for leadership, improving decision-making and overall service quality.See More

NBA Player Efficiency Dashboard

● Developed a dynamic dashboard to assess NBA player performance, achieving 89% predictive accuracy using regression models on game data. ● Conducted feature engineering and statistical tests to refine performance metrics and benchmarks. ● Executed A/B tests to compare model variations, optimizing user engagement with interactive filtering. ● Tech stack: Python, Preswald SDK, Plotly, Scikit -learn, A/B Testing.See More

Work History

Data Engineer

TuringFull-time EmployeeRole: Data Engineer | Domain: Modal Training and Web Development | Technology: Python, AI, Server-side Scripting Project Name : Meta Steeriblity ● Designed and built a high-performance server-side pipeline that merges real-time user behaviour data with AI-driven recommendations, delivering personalized content dynamically. ● Optimized data processing to handle large-scale datasets (millions of records) with low-latency response times (<100ms) using efficient Python scripting and parallel processing. ● Integrated AI/ML models for real-time recommendation serving, improving user engagement rates by 25% through personalized content delivery. ● Implemented secure data-handling mechanisms, including sanitization, validation, and encryption, ensuring 100% compliance with privacy standards. ● Enhanced system efficiency by reducing processing overhead by 40%, enabling seamless AI integration with real-time data pipelines. ● Structured and optimized Python-based server-side scripting, improving query execution speed by 30% through indexing and efficient query structuring.

Data Science Intern

BlubirchFeb 2024 - Sep 2024 • 8 mos• Created and labelled a high-quality training dataset of 4,000 images using Roboflow, enhancing machine-learning model performance. • Analyzed customer return patterns by examining large datasets related to product returns and customer behaviour, providing insights that optimize returns processes, reduce costs, and improve profit margins for retailers and OEMs. • Assisted in the development of predictive models using Python to forecast return rates and predict product grading based on historical data, allowing better inventory planning and minimizing product obsolescence. • Created interactive dashboards and reports using Power BI and Google Looker Studio to provide actionable insights on key performance metrics, including revenue recovery rates, returns volume, and processing time, helping leadership make informed decisions. • Supported business intelligence initiatives by extracting and analyzing data from returns, refurbished inventory, and resale channels, offering insights that drive intelligent disposition decisions and optimize supply chain processes. • Performed data-driven analysis to identify trends in automated product testing and grading processes, recommending improvements to enhance the accuracy and efficiency of grading algorithms used in RA-PaaS platforms.

Software Developer

BillawayFull-time EmployeeAug 2021 - Apr 2023 • 1 yr 9 mos● Developed 150+ REST APIs using loopback, express and node for the product which supports multiple retail clients to generate offers and start and end campaigns, generated vouchers. ● Designed a product to assist clients in retaining loyal customers through generating various offers, bonuses, promotions, and points redemption options on the fly. ● Developed multiple schedulers and cron Jobs for projects targeting fraudulent customers and dealers based on shopping behaviour, visit frequency, point redemption, and other patterns and generated analytical reports using SendGrid and SNS service. ● Programmed automated monthly reports sent to relevant recipients containing a list of flagged fraud customers and reasons for classification.

Education

PES University

Master of Computer Applications - MCA2022 - 2024

KIIT - Kalinga Institute of Industrial Technology

Bachelor's degree, Computer Application2019 - 2022

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Expert Data Engineer & Analyst Specializing in AI-driven Solutions and Business Intelligence

Talk with a Talent Expert

Members of our team are available to help you speed through the hiring process.

Available Now

Book a Call

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