Private Equity Advisory Process And Tools Manager

RingStone Technologies

Remote from Estonia

Feb 2022 – Present

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Key Achievements:

· Developed a market prediction model leveraging AI (Artificial Intelligence) and ML (Machine Learning) for Private Equity and Venture Capital clients, supporting investment due diligence and portfolio analysis.
· Automated QA, developed DevOps & CI/CD, and reporting workflows, improving operational efficiency by over 85% and reducing cycle times across technical documentation and data validation processes.
· Streamlined hardware and software technical due diligence to meet M&A and R&D requirements using built AI tools.
· Directed a cross-functional team, streamlining onboarding and developing business continuity systems using a cloud platform.
· Directed international technical projects, driving communication, efficiency, quality, and AI-led processes.
· Designed and implemented onboarding, feedback, and employee performance systems for organization-wide scalability.
· Built internal training programs to support continuous learning & operational excellence, saving 70% of the onboarding time.
· Built support and documentation systems, improving operational visibility and control.
Core Responsibilities:
· Product Ownership & Leadership:
· Managed end-to-end product launches, collaborated with cross-functional teams to define roadmaps, and operated in an Agile/Scrum environment to prioritize and track performance.
· Designed and implemented scalable systems and best practices to enhance organizational efficiency and delivery standards.
· Served as Scrum Master for the back-office team, facilitating sprint planning, retrospectives, and progress tracking.
· Quality Assurance & Automation:
· Defined and executed QA test plans, built automated testing pipelines, and maintained a robust QA automation framework.
· Enhanced QA performance and provided technical leadership across engineering teams.
· M&A and Data Analytics:
· Conducted quantitative data analysis and outside-in assessments for Private Equity and Venture Capital due diligence.
· Analyzed VDRs, produced data analysis dashboards, and collaborated with partners to resolve data inconsistencies and identify competitive advantages.
· Specialized in Data Quality, Data Assembly, and Analytical Modeling to enhance reporting precision and insight generation.
· Technical Documentation & Review:
· Conducted sanity checks, CVI reviews, and final report validations in partnership with the Principal/Partner.
· Ensured compliance and brand consistency across client documentation and audit reports.

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Engineering Manager

Bercman Technologies

Tartu, Estonia

June 2021 – April 2022

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Key Achievements:
· Achieved TRL 7 within 11 months for a locomotive R&D project under EN 50155 compliance.
· Established R&D processes, created comprehensive engineering documentation systems, and standardized workflows across software and hardware development.
· Applied Lean Six Sigma methodologies to design and optimize engineering workflows, continuous improvement frameworks, and lifecycle management systems.
· Optimized supply chain operations, improving procurement, vendor management, and supplier performance.
· Built and led the Mechanical Engineering team, overseeing certifications and client relations.
Core Responsibilities:
· Project Leadership:
· Oversaw end-to-end project management, including scope, scheduling, and compliance with engineering and safety standards.
· Designed and validated mechanical engineering systems, technical specifications, and documentation packages.
· Collaborated with clients and stakeholders to define budgets, technical requirements, and acceptance criteria.
· R&D and Process Development:
· Defined R&D strategies, enhanced team efficiency, and implemented Agile-based engineering processes.
· Supervised design, prototyping, and testing phases, ensuring technical validation and quality assurance.
· Presented technical reports, test results, and performance analyses to stakeholders and certification authorities.
· Training and Competency Development:
· Designed training programs and competency frameworks to support team development.
· Monitored individual and team performance metrics, driving continuous skill development.
· Supply Chain and Procurement Management:
· Implemented supply chain workflows to optimize material flow, procurement cycles, and supplier evaluation.
· Negotiated and maintained supplier relationships and certifications to ensure quality, compliance, and cost efficiency.
· Technical Documentation and Reporting:
· Authored and reviewed engineering documentation, data reports, and compliance dossiers.
· Provided technical consultation, analyzed test data, and supported final certification and validation submissions.

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Mechanical R&D Engineer

ABB

Tallinn, Estonia

March 2020 – August 2021

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· Developed detailed product documentation using PDM (Product Data Management) and CAD (Computer-Aided Design) systems, ensuring design accuracy and traceability.
· Enhanced plant safety through Lean manufacturing and Six Sigma process optimization.
· Created and executed FMEA (Failure Mode and Effects Analysis) for new product lines, identifying root causes and mitigating risks through continuous improvement initiatives.
· Applied Lean Six Sigma methodologies to analyze production bottlenecks, streamline workflows, and reduce operational costs.
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Conducted cost analysis and implemented cost-reduction strategies, improving manufacturing efficiency and profitability.

• Creation and development of Product documentation in PDM and CAD Systems
• Design FMEA creating for new products
• Purchasing instruction creation
• Cost cut initiations analyzing and implementation
• Problem-solving with methodology as Lean Six Sigma
• Providing R&D support for other ABB functions​
• Contributed to safety development in the plant
• Contributed to the development of the department's flow of work
• Customer-focused work was stressed on
• Competitor studying and comparisons are done
• Presented lessons learned throughout the experience every month
• Got certified with a yellow belt Lean Six Sigma
• Mechanical Design through Siemens NX
• Files and data transfer using the PLM system Teamcenter

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Mechanical Design Engineer

Ericsson

Tallinn, Estonia

July 2019 – February 2020

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• Mechanical Design through CREO
• Files and data transfer using the PLM system Windchill
• Developed testing systems for the production of PCBs
• Developed assisting tools for electronics hardware testing.
• Enhanced the cooling systems in a testing chamber for PCBs.
• Checked compliance with UL standards of some products.
• Check the UL compliance of the test equipment for the SM6701 product
• Collect Ericsson part numbers of all non-compliant parts
• Make any design updates needed to make the non-compliant parts compliant (replace materials / find compliant components to replace non-compliant once)
• Prepare to release the test system with the new BOMs (when needed
• When time allows, participate in the mechanical design of test equipment
• Develop Mechanical Solutions for fixtures and tools that are used in industrial machines and automated production lines. Requirement analysis, hardware design, integration, verification, calculations, product life cycle management support, and product documentation

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Central Costing Engineer

PKC Group

Tallinn, Estonia

April 2019 – June 2019

 

• Managed to handle quotations that are double the average of any average engineer in the company with same quality being delivered. 
• Developed the methodology of handling quotations.

• Responsibility of managing Bill of Materials (BOM), Global Part Number (GIM) and Bill of Labour (BOL).

• Creating the Bill of Material (BOM) based on customer designs and standards (BOL) in quotations in PKC Europe and South America region

• Creating the BOL for quotation calculation

• Creating Global Item Master / Global Part Number (GIM)

• Handling material data and structures in COP and ERP for quotation and production use

• Identifying open technical topics and questions regarding structures and components

• Making sure that customer demands and standards are taken into account in quotation calculation

• Follow agreed processes for Material Code creation, Standard Time System, RFQ Process and develop current processes further

• Supports Plant Costing in RFQ process and new product/component creation when needed

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Undergraduate Research Assistant

Nile University

Cairo, Egypt

October 2016 – June 2018

 

​• Topic: Numerical simulation of limit load of thin-walled pipe bends subjected to steady internal pressure and bending moments.

​• Helped in publishing some journal and conference papers in the piping and pressure vessels field. 

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Undergraduate Teaching Assistant

Nile University

Cairo, Egypt

February 2016 – June 2018

 

​• Courses handled: PHYS 101 (Physics I), PHYS 102 (Physics II), MENG 201 (Introduction to Solid Mechanics and Strength of Materials), and MENG 311 (Kinematics& Dynamics of Mechanical Systems)
• Assisted students in solving problem sessions on weekly basis.
• Responsible for lab. preparation and calibrating instruments.
• Proctored students in performing Physics experiments.
• Graded assignments and quizzes

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