Machine Learning Software Engineer

Shivshankar Paswan

Software Engineer & Data Analyst with Healthcare Expertise

************@*****.*** +1-518-***-**** NY, USA shiv-paswan-sp Profile

Experienced professional with 3 years of experience in the healthcare industry, specializing in healthcare standards and integration to enhance data exchange and interoperability. Skilled in Python, SQL and data visualization, with hands-on expertise in machine learning models, data analysis, building dashboards and stakeholder engagement. Currently pursuing a Master's degree in Business Analytics to further deepen technical expertise and drive impactful, data-driven solutions. Professional Experience

Citiustech, Software Engineer

•Designed and implemented HL7 integration solutions to enhance interoperability and streamline data exchange, leading to improved patient care outcomes.

•Troubleshot and resolved interface issues, minimizing downtime and maintaining uninterrupted data exchange across healthcare platforms.

•Collaborated with stakeholders and clients to gather requirements, design, implement, and test interfaces, ensuring seamless communication between healthcare systems.

•Managed and optimized MySQL databases to ensure data integrity and accessibility for analytics and reporting purposes.

•Collaborated in agile development teams, employing JIRA and SCRUM methodologies to deliver projects on time and within scope.

•Built interactive dashboards and visualizations using Power BI and Salesforce, facilitating effective communication of key metrics to stakeholders.

Skills

• Programming Languages: — Python (Pandas, NumPy, Scikit-learn, seaborn, matplotlib), R, SQL

• Data Science & Machine Learning: — Data Visualization, Machine Learning, Predictive Modeling, Statistical Analysis, Data Preparation, Data Cleaning, Data Preprocessing

• Database & Server Management — MySQL, MongoDB, Database Management

• Software & Tools: — Power BI, Salesforce, MS Office Suite

• Project Management & Agile Methodologies: — JIRA, SCRUM, Stakeholder Management

• Healthcare Standards: — HL7 Integration, FHIR, Public Health Policies Projects

Autism Risk Prediction Using Behavioral Insights

•Created a machine learning model utilizing Random Forest to predict autism risk based on behavioral and demographic data.

•Designed a user-friendly input system where users answer 10 autism-related questions, along with age and gender, to receive predictions for autism likelihood.

•Identified key predictors such as specific behavioral scores (e.g., difficulty making friends, preference for pretend play) and neonatal jaundice, providing actionable insights for early autism screening.

•Presented findings through visualizations like correlation heatmaps, distribution plots, and feature importance graphs to communicate model behavior and results effectively.

Customer Segmentation

•A detailed analysis of a customer dataset was performed using Python to uncover spending patterns based on gender, age, annual income, and spending score..

•Customers were segmented into five distinct groups using the K-Means clustering algorithm, with the elbow method being used to optimize cluster count for accurate categorization.

•Created an interactive Streamlit UI to display customer segmentation using K-Means clustering on a dataset containing features such as Age, Annual Income, and Spending Score.

Covid-19 Pneumonia Detection Using X-ray and CT Scans

•Developed a machine learning-based web application to detect Covid-19-induced pneumonia using X-ray and CT scan images.

•Utilized Convolutional Neural Networks (CNN) and DenseNet architecture to train the model, achieving high accuracy.

•Employed advanced image processing techniques to enhance model performance and reliability. Education

08/2018 – 06/2021 Dr. DY Patil Institute of Engineering and Technology, Bachelor's of Engineering 08/2024 – present

NY, USA

University at Albany, SUNY, Masters in Business Analytics(Expected Graduation: May 2026)

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