Jitendra Kumar Mishra

Chicago, IL. +1-(773) 470-3892 ยท jitendra3010@gmail.com

I am a Machine Learning Research Analyst, Data Scientist and Microsoft Certified Data Engineer with a passion for leveraging data-driven insights to solve complex problems. With a Master of Science in Data Science from DePaul University, I specialize in machine learning, deep learning, and data analysis and visualization techniques. My research focuses on developing scalable solutions for medical imaging, predictive modeling, and business intelligence systems, backed by extensive academic research experience. Over the past decade, I have held leadership roles at Oracle and Infosys, where I led teams in creating data-driven solutions for large-scale enterprise applications. Driven by the intersection of data science and technology, I am continually working on innovative solutions to enhance decision-making and business outcomes.

Experience

Machine Learning Research Analyst

DePaul CoBaab Lab
  • Led controlled experiments to evaluate the effectiveness of machine learning models in detecting fractures and edema.
  • Developed and iterated analysis pipelines using Python and PyTorch to enhance the accuracy and efficiency of CNN models with optimized U-net architecture for medical imaging, resulting in a 75% accuracy in bounding box identification for edema detection.
  • Engaged cross-functionally with research teams, contributing to data-driven decision-making in medical imaging research.
    • Jan 2024 - Present

    Data Scientist

    DePaul CoBaab Lab
    • Performed advanced analytics on complex mice brain datasets to uncover insights in gene expression studies.
    • Developed and implemented statistical and machine learning models utilizing PCA for dimensionality reduction and advanced visualization techniques with Matplotlib and Seaborn, leading to enhanced data-driven decision-making.
      • Jun 2023 - Dec 2023

      Java Software Development Manager

      Freelance
      • Assembled and led a team of software professionals, overseeing project deliverables while assuming the role of Scrum Master.
      • Leveraged Agile Methodology Framework to execute deliverables promptly and ensure high-quality outcomes.
      • Responsibilities included project documentation, development of database schemas and java application, and effective team management.
        • Jan 2020 - Dec 2022

        Principal Application Engineer

        Oracle
        • Spearheaded a team in adopting Agile methodologies, enhancing and delivering impactful supply chain software solutions.
        • Automated reporting processes developed dashboards to provide insights at scale, which saved 1.5 hr. of manual effort every day.
        • Led the development of data-driven solutions for Oracle Cloud Services, implemented RESTful web services for all domain DB components in ADF, and tested using Postman with OAuth2 security principles for user data protection.
        • Increased revenue by 10% with development of a B2B messaging solution using SOA components, driving significant business impact.
        • Executed comprehensive Unit, Integration, Performance, and Regression testing, utilizing libraries like Junit, ensuring 100% code coverage and reducing errors and downtime.
          • May 2014 - Nov 2019

          Technology Analyst

          Infosys Ltd.
          • Built data analysis pipelines and conducted statistical analysis to support key financial decisions for clients like BOFA and AMEX.
          • Spearheaded a PL/SQL-driven data solution through an ETL process of over 5 million records, improving operational efficiency by 70% through performance tuning and SQL query optimization techniques.
          • Developed web applications and data repositories, reducing costs and improving efficiency through automation and optimization.
            • Jun 2009 - May 2014

            Education

            DePaul University

            Master of Science in Data Science
            Computational Method Track

            GPA: 4.00

            Jan 2023 - Nov 2024

            Biju Patnaik University of Technology

            Bachelor of Technology in Information Technology

            GPA: 3.46

            Mar 2005 - Mar 2009

            Projects

            Optimized U-Net Architecture for Precise Edema ROI Definition in MRI Image Segmentation

            Developed a customized CNN Model with U-Net architecture to find Bounding area of Feet fractures/Edema in MRI scans - Image Segmentation

            GitHub

            Lane and Curve Detection for Autonomous Vehicles

            Created a real-time image processing pipeline for lane detection, utilizing OpenCV and deep learning models to enhance autonomous vehicle navigation. Video images used in the pipeline were Chicago downtown roads during driving.

            GitHub

            Movie Recommender System

            Built a recommendation system with regression and classification for predicting revenue and success; utilized content-based and collaborative filtering (SVD) for recommendation.

            GitHub

            Gesture Recognition with Hybrid 3D Pooling CNN

            Designed a gesture recognition system using a hybrid 3D pooling CNN, achieving high accuracy in low-resolution environments with neural network and deep learning techniques for smart TV.

            GitHub

            Text-to-Image Generation for E-Commerce

            Developed a generative AI model using diffusion-based approaches for product image generation from text descriptions, enhancing e-commerce catalog imagery.

            GitHub

            Heart Attack Analysis and Prediction

            Built a predictive model using Azure ML with 84% accuracy. Deployed via Azure BLOB storage, automating data preprocessing with Azure Functions.

            GitHub

            HR Analytics

            In this work, thorough data analysis was performed in the attrition data of a private company. Various data analysis techniques such as feature selection, dimensionality reduction, data exploration, and supervised learning techniques were performed.

            GitHub

            Skills

            Programming Languages & Tools
            • Azure logo
              • Skillset
                Technical Skills:
                • Python, R, Java, SQL, PL/SQL, MySQL, PostgreSQL, JSON, Machine Learning, Supervised and Unsupervised Learning, Convolutional Neural Networks
                • Predictive Modeling and Analysis, Data Analysis and Regression, Hadoop, ETL, EDA, Convolutional Neural Network (CNN)
                • Large Language Model (LLM)
                  • Framework/Libraries:
                  • J2EE, Spring, Oracle Application Development Framework (ADF), SCRUM, OpenCV
                  • Pillow, PyTorch, TensorFlow, scikit-learn, NumPy, SciPy, pandas, matplotlib, seaborn, ggplot, Pyplot, Plotly
                    • Tools/Platform:
                    • REST Services, AWS (Sagemaker, S3), Microsoft Azure (Data Factory, Azure Databricks, Data Lake, Azure Synapse Analytics, Blob Storage)
                    • Power BI, Tableau, JIRA, ServiceNow, Microsoft Office, R-studio, Jupyter Notebook, Visual Studio, Eclipse
                    • VSCode, IntelliJ, Postman, Soap UI, Rest API, GIT, SVN
                      • Other:
                      • Agile, Dashboard development, Data Engineering and Modeling, Data Manipulation
                      • Cloud Computing, ETL Processes, Statistical problem solving
                      • Critical thinking, analytical skills, client handling

                        • Certifications/Badges

                        • Microsoft Certified Azure Data Engineer Associate
                        • Snowflake Developers: Build 2024 GEN AI
                        • Honored Listee Marquis Who's Who
                        • NASA Tops Open Science
                        • Microsoft Azure Data Engineer Associate Learning
                        • The Complete Salesforce Development Course
                        • Professional Scrum Master I

                          • Contact

                          Please Give me a call or send me an email and I will get back to you as soon as possible!

                          +1 (773)-470-3892
                          jitendra3010@gmail.com