S

Stephen C.

Software Engineer

Washington, DC, United States24 yrs 10 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Over a decade of experience in full-stack development.
  • Expert in AI/ML with hands-on deployment experience.
  • Proven ability to bridge research and business needs.
Stackforce AI infers this person is a Full-Stack Software Engineer with expertise in AI/ML and Cybersecurity.

Contact

Skills

Core Skills

Software EngineeringMachine LearningCloud ComputingFull-stack DevelopmentCybersecurityData EngineeringData ScienceHigh Performance Computing (hpc)Analytics

Other Skills

Agile MethodologiesWeb DevelopmentNetflowPyTorchLinuxComputer NetworkingPlotlyGitHubSystems DesignAPI DevelopmentKibanaNode.jsSoftware ArchitectureData AnalysisDatabricks Products

About

I’m a full stack software engineer, systems builder, and AI/ML expert with over a decade of experience designing and developing full-stack applications, AI-enabled systems, and data analytics. My work focuses on turning complex technical ideas into functional, end-to-end solutions—from front end design, UI/UX, and APIs to back end and cloud infrastructure, data workflows, building and deploying ML models, AI integration, deployment, and maintenance in production. I’ve worked across full-stack development, cloud architecture, AI/ML, cybersecurity, high-performance and quantum computing, often in technically complex environments spanning the gap between research and business. My experience includes building and maintaining multi-year applications, integrating machine learning models, deploying tools using MLOps-style workflows, and validating ML workloads on supercomputing platforms. I’m frequently involved in early system design, architecture, and integration work—bridging research, engineering, and product needs, and helping teams move from prototypes to reliable, maintainable systems. I’m comfortable operating in ambiguous spaces where requirements evolve and systems are still being shaped. Recruiters typically reach out to me for roles such as Full Stack Engineer, Senior Software Engineer, Cloud Engineer or Architect, Data Engineer, Technical Lead, ML Engineer, Senior Data Scientist, AI Systems Engineer, AI Integration Engineer, AI Architect, AI/Analytics Consultant, or similar roles —especially where breadth across the stack, strong system thinking, and a combination of hands-on execution and leadership are important.Ultimately I care deeply about building systems that are not just technically functional but efficient, understandable, impactful and genuinely usable.

Experience

24 yrs 10 mos
Total Experience
2 yrs 1 mo
Average Tenure
1 yr 3 mos
Current Experience

Booz allen hamilton

Software and Systems Engineer

Feb 2025Present · 1 yr 3 mos · Washington DC-Baltimore Area

  • Developed data matching application scanning hundreds of files, parsing text and mapping IPs to circuits.
  • Architected and built software and end-to-end data pipeline, enhancing efficiency.
  • Developed movies depicting network activity.
  • Implemented Random Forest ML model to predict application failures.
  • Utilized Python, Flask, and JavaScript to develop robust backend and frontend solutions.
  • Developed and coded front end UI to make software interaction quick and easy.
Data ScienceAgile MethodologiesWeb DevelopmentNetflowPyTorchCybersecurity+34

Take2 consulting, llc

Systems Engineer

Jul 2024Feb 2025 · 7 mos · Washington DC-Baltimore Area

  • Booz Allen Subcontractor
  • Designed end-to-end cybersecurity software architectures and developed full stack cybersecurity applications, including ML (Random Forest) application.
  • Designed and developed frontend (React) and backend (Python, Java, Elasticsearch) of web application using machine learning to detect and identify cybersecurity threats.
  • Researched, developed, and delivered presentation on autonomous penetration testing system.
  • Designed and developed frontend and backend of application for logistics optimization.
  • Deployed and tested automated deployment of JavaScript apps to AWS with GitHub pages, GitLab CI/CD
Web DevelopmentMicrosoft AzureNatural Language Processing (NLP)PyTorchCybersecurityLinux+31

Nou systems, inc.

Full Stack Developer

Nov 2021Jul 2024 · 2 yrs 8 mos · Huntsville, AL

  • Built frontend and backend of application in Python, Java, SQL, Angular, TypeScript, APIs; completed over 50 GitLab issues including API development, security, and front end functionality.
  • Built cloud benchmarking environment including millions of rows of data leveraging local template, Linux, Python, Docker and other technologies on AWS GovCloud.
  • Debugged and executed Ansible playbooks on virtual machine (Linux) laying down command and control Java- and Tomcat-based code and activating Web pages.
  • Created development automation process in batch scripts and Python.
  • Researched and tested big data solutions like Hadoop, Spark, and Kubernetes for distributed storage and accelerated processing.
  • Served as Data Engineer/Big Data Subject Matter Expert for SQL -> NoSQL migration project, developed ERD and metadata documentation.
  • Consulted on novel feature importance approaches for decision tree-based machine learning (ML) proposal.
  • Architecture Lead for recommendation engine project: developed back-end design.
  • Developed GitLab epic for automated data extraction, processing, and calculation.
  • Developed and deployed ML regression model in Python using Flask, pulling data from Neo4j.
  • Developed and deployed recommendation engine using Cosine Similarity Algorithm and FastAPI.
  • Developed core code for Angular 14 -> 15 migration.
  • Developed multiple sections of data catalog RFI including on data visualization, data lineage, and data governance and compliance.
Data ScienceAgile MethodologiesWeb DevelopmentAngularBusiness IntelligenceDevSecOps+38

Lmi

Data Scientist/Engineer

Sep 2021Nov 2021 · 2 mos · Huntsville, Alabama, United States

  • Consultant, Data Eng.
Data ScienceData Engineering

Saic

High Performance Computing Engineer Sr. | Computer Scientist

Jan 2019Sep 2021 · 2 yrs 8 mos · Huntsville, AL

  • Developed web scraping data pipeline in Python including automatic authentication and web navigation.
  • Analyzed and visualized data in Python.
  • Ported, tuned, and ran Tensorflow ResNet-50 convolutional neural network code on GPUs on multiple high performance computers, AWS, and Azure working extensively in Linux.
  • Developed 30+ page paper on IBM Watson products (AI/machine learning, deep learning, NLP).
  • Conducted research on and received training in quantum computing, contributed paper sections on quantum computer programming and quantum machine learning.
  • Developed and executed programs on quantum computers in IBM Cloud. Tools included Linux, Git, and many more.
Data ScienceMicrosoft AzureNatural Language Processing (NLP)Public SpeakingLinuxGitHub+19

Signature consultants

Data Scientist

Nov 2018Jan 2019 · 2 mos · Charlotte, North Carolina

  • Applications System Engineer 6. Projects in Hadoop, Python, SAS, Data Engineering, Big Data.
Data ScienceLinuxGitHubSASData AnalysisBig Data+13

Belmont abbey college

Director of Institutional Research and Assessment

Dec 2016Jun 2018 · 1 yr 6 mos · Charlotte, North Carolina Area

  • Institutional Research (IR): the data and analytics arm of colleges and universities. IR roles included data extraction, cleaning, merging, analysis, and reporting including financial data, human resources data, and survey data for millions of dollars per year in funding.
  • Python, Linux, R, RShiny, SQL, SPSS, pandas, Anaconda, Jupyter Notebooks, MSQuery, Excel.
Data ScienceAnalyticsWeb DevelopmentPublic SpeakingLinuxR+13

State university of new york at cortland

Director, Institutional Research and Analysis

Jan 2014Nov 2016 · 2 yrs 10 mos · Cortland, NY

  • Built logistic regression model in R calculating retention scores, by student, for first time students to inform retention efforts. Model identified statistically significant predictors of retention and accurately predicted retention status for 80% of students. Trained artificial neural network in SPSS to replicate results.
  • Consulted on implementation of Operational Data Store (ODS) and Enterprise Data Warehouse (EDW) to make data more accessible to end users.
  • Oversaw creation and distribution of workload report to inform resource allocation decisions.
  • Oversaw U.S. News and World Report surveys providing data for college ranking.
  • Led Argos Users Working Group and Data Request Group.
  • Served as hiring manager for Assistant for Institutional Research and Analysis search.
  • Participated in day-long training in Oracle Business Intelligence (OBIEE). Used BI system for analyses and data checking.
  • Created small programs in Python.
  • R, SPSS, SQL, OBIEE, advanced Excel, Evisions Argos.
Data ScienceAnalyticsData AnalysisSPSSStatistics

Berkeley college

Director of Institutional Research, Office of Institutional Effectiveness

Oct 2012Aug 2013 · 10 mos · Newark, NJ

  • Extracted and analyzed large, complex data sets, such as 60,000 case section data, and completed data reporting involving 2 institutions with 4 quarters in 8 locations over 100 square miles in 2 states.
  • Completed over 50 data compliance reports at national, regional accreditation, and state levels.
  • Managed reporting and research work of two research assistants.
  • Analyzed and submitted data for New York and New Jersey institutions for Integrated Postsecondary Integrated Data Systems (IPEDS), Middle States Institutional Profiles, New York State Reports (NYSED), and New Jersey State Reports (NJIPEDS).
  • Created and distributed tri-weekly enrollment monitoring reports to senior administrators using Excel vlookup and pivot tables after running and combining queries on Peoplesoft system.
  • Served on College planning committee.
Data ScienceAnalyticsLeadershipData AnalysisStatistics

Metropolitan college of new york

Director of Institutional Research and Assessment

Sep 2011Sep 2012 · 1 yr · New York, NY

  • Data analysis and visualization. Managed office budget. Helped negotiate $25,000 contract. Administered course evaluation system. Co-authored/updated college assessment plan. Created unit level assessment plans. Co-chaired Student Learning Assessment Committee.
Data ScienceAnalyticsLeadershipData AnalysisStatistics

Teachers college, columbia university

Assistant Director for Enrollment Research, Office of Institutional Studies

Jan 2006Aug 2011 · 5 yrs 7 mos · New York, NY

  • Conducted market research, environmental scanning, survey research, assessment, and program evaluations (around 25 projects).
  • Analyzed data.
  • Developed, administered, and interpreted surveys. Annual online and phone surveys included “Faculty Committee Survey,” “Student Tuition Survey,” and “Incoming Student Survey.”
  • Collaborated with directors and policymakers to develop research instruments and conduct studies and surveys that informed academic programs and policy development.
  • Administered demographic database of students.
  • Hired and oversaw work of research project assistants for survey project.
  • Working with IT specialists, administered online student satisfaction survey.
  • Partnered with experts on data and information sharing initiatives regarding faculty salary and student tuition rate policy.
  • Supervised PhD student in Economics of Education and PhD student in Psychology.
Data ScienceAnalyticsLeadershipData AnalysisStatistics

Japan exchange and teaching program(me) (jet)

Assistant Language Teacher / Prefectural Advisor

Jul 2002Jun 2005 · 2 yrs 11 mos · Kagoshima, Japan · On-site

Japanese

Harvard university

Research Assistant, Davis Center for Russian Studies, Forum for Central Asian Studies

Jan 2001Jan 2002 · 1 yr · Cambridge, MA

Peace corps

Peace Corps Volunteer

Jan 1999Jan 2001 · 2 yrs · Kazakhstan

Proposal WritingRussian

Education

Columbia University

Doctorate — International Educational Development

Harvard University

Master's — International Education

University of Virginia

Bachelor's degree

J.O. Johnson High School

Advanced Diploma

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