Summary

Overview

Work History

Education

Skills

Certification

Timeline

Nelson Bamnjo

Safety Manager

Hagerstown,MD

Summary

Safety-focused Engineer with 10+ years of experience across oil & gas, pipeline operations, warehouse environments, and enterprise data systems. OSHA 30 certified with strong expertise in hazard identification, incident prevention, regulatory compliance (OSHA,PHMSA, API,EPA,IMO,ISO,), and equipment integrity. Unique blend of field safety, project leadership, and advanced Data Science/GenAI capabilities to proactively identify and mitigate operational risks.

Overview

years of professional experience

Certifications

Languages

Work History

Data Scientist / Gen AI(Evaluation)

Walmart (Infosys)

Richardson, TX

09.2023 - 04.2026

Designed and deployed data science and GenAI solutions to monitor operational risks and detect anomalies across large-scale systems.
Built predictive models (ML & time-series) to identify high-risk conditions, improving early hazard detection and prevention.
Developed RAG-based AI systems for compliance and audit teams to improve access to safety procedures and risk documentation.
Led development of dashboards and analytics tools to track safety KPIs, incident trends, and compliance metrics.
Applied NLP techniques to analyze incident reports and identify recurring safety issues and root causes.
Built anomaly detection pipelines on time series data to flag unusual financial patterns, improving risk monitoring and decision-making.
Developed and deployed time series forecasting models using ARIMA, Prophet, and LSTMs to predict sales and inventory needs.
Developed and fine-tuned generative AI models for text summarization and content creation, leveraging large language models (LLMs).
I used Python to build Generative AI pipelines, leveraging LangChain, FAISS, and Azure OpenAI SDKs to implement retrieval-augmented generation systems for internal audit teams.
Designed and deployed Retrieval-Augmented Generation (RAG) pipelines using Databricks, PySpark, FAISS/Pinecone, and OpenAI embeddings to enable semantic search and document intelligence across compliance and merchandising.

Junior Project Manager

Dataprise

Rockville, MD

08.2022 - 09.2023

Managed multiple projects ensuring adherence to operational safety procedures and compliance standards.
Coordinated cross-functional teams to resolve risks, ensuring safe and efficient execution of projects.
Implemented structured risk tracking and mitigation strategies to reduce operational and safety issues.
Improved team collaboration through clear communication and timely feedback on performance.
Served as a liaison between technical teams and business stakeholders, facilitating effective communication throughout the project lifecycle.
Led and managed IT projects, ensuring successful delivery within defined scope, timeline, and budget.
Developed project plans, including defining project objectives, milestones, and deliverables, while aligning with client requirements and business goals.
Coordinated and collaborated with cross-functional teams, including technical experts, vendors, and stakeholders, to ensure effective project execution.
Successfully implemented 10 IT projects, resulting in a 20% improvement in client satisfaction ratings.
Utilized project management methodologies, such as Agile or Waterfall, to drive project progress, track milestones, and manage risks.
Managed project budgets and resources, achieving an average of 10% cost savings by optimizing resource allocation and procurement strategies.
Prepared and presented project reports to clients and senior management, highlighting key achievements, cost savings, and project outcomes.
Conducted post-project evaluations to assess project performance and gather client feedback, resulting in a 15% increase in client retention rates

Forklift Operator Trainer

Giant Foods

Jessup, MD

02.2019 - 08.2022

Trained and mentored many employees on safe forklift operations and OSHA-compliant workplace practices.
Conducted safety inspections and ensured proper equipment handling.
Reduced workplace risks by enforcing safety procedures and training programs.
Safely loaded and unloaded trucks using appropriate forklift attachments, reducing the risk of accidents or injuries.
Maneuvered forklift safely using appropriate load rates and maintaining clear visibility of work areas.
Kept warehouse clean and organized by removing debris and returning unused pallets to designated areas.
Coordinated with supervisors to prioritize tasks, ensuring the most urgent shipments were processed first.
Minimized product damage through careful maneuvering and transporting of fragile items.
Inspected equipment for defects and performed repairs or maintenance tasks.
Enhanced workplace safety by diligently inspecting forklifts before each shift and reporting any issues promptly.
Collaborated with team members to complete tasks quickly and increase overall productivity.
Trained and mentored many new personnel hired to fulfill various roles.

Petroleum Engineer

DANA Petroleum

Aberdeen, Scotland, UK

01.2016 - 01.2019

Ensured compliance with OSHA and environmental regulations across drilling and production operations.
Conducted hazard analyses and risk assessments to prevent operational incidents.
Monitored field activities and enforced safe work practices in high-risk environments.
Collaborated with safety teams to maintain high HSE performance standards.
Managed evaluation and testing of wells.
Implemented cutting-edge data analysis techniques to monitor reservoir performance, contributing to a 6% improvement in overall resource management.
Developed and implemented strategies to reduce operating costs and improve production.
Utilized advanced analytical models to optimize production from new wells.
Conducted risk analysis and utilized advanced production engineering techniques to optimize production.
Developed and implemented strategies to control reservoir pressure and optimize production.

Pipeline Integrity Engineer

UKRNAFTA

Ivano-Frankivsk, Ukraine

07.2013 - 01.2016

Performed pipeline inspections, corrosion monitoring, and integrity assessments.
Conducted risk-based analysis to identify and mitigate failure risks.
Ensured compliance with API and pipeline safety standards.
Led root cause analyses for pipeline failures or anomalies, providing recommendations for corrective actions.
Led in-line inspections and pipeline stress analysis using Caesar II.
Oversaw risk assessments and ensured regulatory compliance for pipelines.
Collaborated with operations, safety, and GIS teams to implement integrity programs and optimize pipeline performance across the asset lifecycle.
Analyzed in-line inspection (ILI), corrosion, and pressure data to identify anomalies and predict potential failure points using integrity management software and statistical tools.

Education

Master of Science - Oil & Gas Engineering

ROBERT GORDON UNIVERSITY

ABERDEEN, UK

05.2001 -

BSc - Petroleum Engineering

Ivano-Frankivsk National Technical University of Oil And Gas

Ivano-Frankivsk, Ukraine

06-2015

Skills

OSHA Compliance, Safety Audits, Incident Investigation (RCFA)

Hazard Analysis (JSA, HAZOP), LOTO, Confined Space

Pipeline Integrity, Corrosion Monitoring

Predictive Maintenance & Risk Analytics

Safety Training & Operational Leadership

Agile methodology

Intelligence gathering

Business forecasting

Business requirements gathering

Problem-solving

Teamwork and collaboration

Multitasking Abilities

Adaptability and flexibility

Critical thinking

Effective communication

Attention to detail

Data-driven decision making

Analytical thinking

Project management

Task prioritization

Reliability

Goal setting

Pattern recognition

Complex Problem-solving

Data governance

Programming and Query (python, R, SQL)

Machine Learning & Deep Learning Tools

LLMs, ChatBot Frameworks, Computer Vision Tools