April 15th 2024to United States Citizenship Immigration Servicesre ✓ Solved
April 15th, 2024 To: United States Citizenship & Immigration Services RE: Leading and Critical role For: Amrish Solanki Position: Lead Data Engineer Timeline: May 2019 - September 2021 Dear Sir or Madam, Introduction to the Author My name is SaiKrishna G, and I am honored to serve as the Chief Executive Officer at GSK Solutions. AS a leader of this organization, I am responsible for managing projections and execution of all tech initiatives which primarily focus on growth and increasing engagement. I have close to 19 years of Information technology experience and over 15 years in technology leadership. I have been at GSK from fourteen years. As a technology leader, over the years I have led several technology teams including developers, engineers, data scientists, project managers and business analysts in Fortune 500 companies and tech unicorns.
I have successfully led and managed several high-profile projects such as cloud migration, advanced business intelligence reporting and B2B / B2C initiatives. About the Company and Its Industry Achievements /Recognition GSK Solutions Inc. is a leading information technology (IT) Services Company that specializes in providing complete consulting solutions and staff augmentation to its clients. We provide on-time, on-budget, and quality service to our clients and consistently meet their expectations. We are known for our superior execution on a sustained basis. GSK is a cutting-edge, no-nonsense cyber security company that provides security software, services, and consulting to companies looking for an affordable, reliable solution.
We are known for our superior execution on a sustained basis. GSK has been in the business of providing both commercial and custom product development services, including, Information Security, Software Development, Consulting, and IT Audit. GSK implements highly critical and time-sensitive projects for their Fortune 500 and state clients located across the country, like Johnson & Johnson, ExxonMobil, Splunk, State of Oregon, State of Michigan, State of Georgia, State of Colorado, Nextera Energy, & Gexa Energy. GSK maintains its North American Headquarters in Houston, Texas, and Outsourcing facility in Hyderabad, India. GSK is able to draw from years of experience through its partners and affiliates and is fully capable of fulfilling all of your business needs.
Since 2010, our business has grown to more than million in gross revenues in 2023. We employ more than 589 professionals in USA and India. In 2022, GSK was named as one of Inc 5000 Fastest Growing Private Companies. Description as to Why the Position Should be Considered as a Leading Role It is my immense pleasure to provide a resounding endorsement for Mr. Amrish Solanki, who provided service as a Lead Data Engineer at Cerberus from 2019 to 2021 in staff augmentation model.
Amrish was reporting to me during this project tenure. With over a decade of experience and deep expertise in advanced data technologies, Amrish demonstrated exceptional leadership qualities by effectively guiding the offshore engineering team. His impressive skills were demonstrated in various areas such as project planning, development, review, testing, and production rollout. Amrish's contributions to the success of multiple different end client projects were significant and invaluable, makes him unique leader across the industry. Here are the notable examples of his outstanding contributions.
An exceptional example of Amrish's leadership was demonstrated through his pivotal role in managing the development of a Data Quality framework at Cerberus. Leveraging his extensive expertise in multiple technologies, he skillfully directed the creation of a comprehensive design that thoroughly addressed key requirements, performance expectations, as well as technology and coding standards. Amrish also took charge of creating a detailed project plan with milestone releases and adeptly guided the engineering team, ensuring the successful and timely implementation of the Data Quality framework. This accomplishment enabled data profiling and business rules validation internally, without the need for external services.
Undoubtedly, this achievement had made a significant impact and is now widely utilized across various projects at Cerberus. Amrish's exceptional planning and execution skills had not only made him a role model for new team members but also left a lasting impact on the company. Another example, Amrish played a crucial role at Cerberus in the NexTier Oilfield project which was the key initiative for modernizing streaming data architecture and flow. He joined the project during a challenging phase marked by a lack of technical clarity and collaboration with external stakeholders resulting in delayed project milestones. Using his extensive hands-on experience, Amrish took charge and designed a robust streaming pipeline architecture within the Google Cloud Platform, resolving issues related to design and architecture.
Additionally, he developed a systematic unified data model (UDM) to address data transformations and enrichment related issues. Moreover, Amrish efficiently overcame collaboration obstacles by establishing regular cadence, conducting working sessions, and implementing a robust project governance framework involving both external and internal stakeholders, highlighting his exceptional leadership skills. Under Amrish's guidance, the engineering team successfully delivered the streaming pipeline solution. This solution streamlined the processing and analytics of sensor data, enabling the provision of tailored and effective solutions to clients across North America. Additionally, Amrish led a dedicated offshore team to develop a complex predictive maintenance model utilizing data analytics for oil fracking heavy equipments.
This model aimed to predict equipment failures and detect unusual behavior, providing valuable insights for maintenance and operations. This model involved over 300 complex transformations. Without Amrish's technical expertise and direction, the delivery of a functional model would not have been possible. This model brought extensive benefits to the client, minimized equipment failures, enhanced operational efficiency, reduced costs, and improved reliability of the equipment. Description as to Why the Position Should be Considered as a Critical Role As an example, for NexTier Oilfield project, the streaming solutions needed to be highly scalable, and performance was one of the key aspects.
During the execution phase, Amrish successfully addressed performance issues by fixing low-performing Python and backend database code, showcasing his extensive engineering skillset that sets him apart from other data professionals. Moreover, Amrish identified a significant data governance challenge stemming from uncertainties surrounding data ownership. Proactively, he introduced an innovative Unifi data catalog framework that incorporated modern collaboration features for enabling business users and data stewards to resolve data discrepancy issues through chat options. This framework gained extensive usage at the enterprise level. Furthermore, Amrish made a valuable contribution to the development of a live dashboard for a production oil fracking site.
His innovative approach involved transforming real-time sensor data and integrating that with asset information from the fracking site. He rightly introduced Google Data Studio for dashboard development. Success of this highly critical initiative was not feasible without Amrish’s in-depth knowledge of various Google cloud platform services. The implementation of the dashboard resulted in increased productivity, improved efficiency in fracking operations, and enhanced customer confidence. Another instance, Amrish’s role at Cerberus in the Lennar Corporation project was crucial in addressing significant performance and reliability issues arising due to inefficient data pipeline design and architecture.
Firstly, he implemented a surrogate key in the data model to optimize performance. Utilizing his immense knowledge in cutting-edge data technologies, Amrish crafted detailed data pipeline architecture and introduced a codeless data pipeline concept on Azure Data Factory as a proof-of-concept (POC). The client highly appreciated the POC and gave the green signal for its implementation at the enterprise level to resolve the existing issues. This itself made him a key person in this role. Additionally, Amrish identified gaps in the development process, which caused significant challenges for the operation team during each deployment.
With his hands-on experience in continuous integration/continuous deployment (CI/CD), Amrish created a comprehensive solution for complete automation of the deployment process. This contribution solidified his pivotal role in ensuring a streamlined and automated approach for deployment, making him an invaluable asset to the project. Due to Amrish’s outstanding contribution to Lennar, he was elected to lead the Business Intelligence reporting project, requiring him to manage both onsite and offshore teams and work closely with the client, customers, and the entire project team. These projects presented significant challenges, as our company needed someone who comprehensively understood the end-to-end flow of business and functional requirement, including all data points, KPI transformations, and visualization.
Amrish proved to be well qualified to lead such broad initiatives, due to his extensive knowledge of advanced data technology and deep understanding of the domain. He developed innovative frameworks for reporting requirements that were widely used across multiple teams. Thanks to his expertise, the company successfully deployed the reports and achieved the desired outcomes. It is worth mentioning that Amrish's exceptional work had earned him well-deserved recognition, including prestigious accolades like GSK Delivery Excellence Award for year 2019, GSK Best Employe of the Year Award for year 2020. Additionally, his outstanding contributions had been acknowledged through additional bonuses.
How and Why Person's Work Impacts the Company as a Whole During my close collaboration with Amrish on multiple assignments, I had the opportunity to witness the transformative impact of his work on Cerberus. Amrish's visionary approach to data delivery management and his expertise in data solution architecture laid the foundation for a comprehensive overhaul of the data landscape, allowing the clients to redefine their data strategies. His innovative and skillful thought not only resolve the reliability and performance issues of the client’s data application but also won many client’s hearts. His tenure with GSK proved to be highly beneficial in terms of both profit and customer engagement. Why This Person Should be Considered at the Top of This Field In summary, Amrish Solanki showed excellence in his field, utilizing his extensive hands-on experience and deep technological understanding to achieve measurable business outcomes.
His skill in navigating intricate challenges and delivering programmatic solutions distinguishes him as a leader in the field of data and making him extremely valuable. These extra ordinary skills I had seen him applied in his work. His exceptional interaction and team management skills enable him to influence and lead effectively the most demanding complex data programs. I am fully confident that Amrish will continue to make indispensable contributions to organizations in the United States, positively impacting countless customers and driving significant transformation. I wholeheartedly support his application for permanent residence in the United States of America.
Sincerely, SaiKrishna G Chief Executive Officer Address: GSK Solutions Inc, 633 E Fernhurst Drive, Suite 1002, Katy, Texas 77494 Phone: Email: [email protected] Topics To Review Safety and Infection Control (1 item) 3 bullets Handling Hazardous and Infectious Materials (1 item) 3 bullets Cancer Treatment Options: Safe Handling of a Radioactive Implant (Active Learning Template - Therapeutic Procedure) Health Promotion and Maintenance (1 item) ) 3 bullets Health Screening (1 item) ) 3 bullets Hyperthyroidism: Expected Findings for a Client Who Has Graves' Disease (Active Learning Template - System Disorder) Basic Care and Comfort (2 items) I item ) 3 bullets= total 6 Mobility/Immobility (1 item) ) 3 bullets Mobility and Immobility: Climbing Stairs with Crutches (Active Learning Template - Nursing Skill) Elimination (1 item) ) 3 bullets Pressure Injury, Wounds, and Wound Management: Wound Irrigation for a Pressure Injury (Active Learning Template - Nursing Skill) Pharmacological and Parenteral Therapies (4 items) 12 bullets Blood and Blood Products (1 item) ) 3 bullets Blood and Blood Product Transfusions: Identifying Transfusion Reactions (Active Learning Template - Nursing Skill) Medication Administration (1 item) ) 3 bullets Diabetes Mellitus: Teaching About Metformin (Active Learning Template - Medication) Topics To Review Total Parenteral Nutrition (2 items) 6 bullets Gastrointestinal Therapeutic Procedures: Administering Total Parenteral Nutrition (Active Learning Template - Therapeutic Procedure) Gastrointestinal Therapeutic Procedures: Glucose Monitoring for a Client Receiving Total Parenteral Nutrition (Active Learning Template - Basic Concept) Reduction of Risk Potential (1 item) ) 3 bullets System-Specific Assessments (1 item) ) 3 bullets Stroke: Priority Assessment (Active Learning Template - Therapeutic Procedure) Physiological Adaptation (3 items) ) 9 bullets Hemodynamics (1 item) ) 3 bullets Cardiovascular Diagnostic and Therapeutic Procedures: Managing an Arterial Line (Active Learning Template - Diagnostic Procedure) Fluid and Electrolyte Imbalances (1 item) ) 3 bullets Fluid Imbalances: Findings to Report (Active Learning Template - Basic Concept) Medical Emergencies (1 item) ) 3 bullets Emergency Nursing Principles and Management: Priority Action During an Anaphylactic Reaction (Active Learning Template - Basic Concept) Clinical Judgment (15 items) 15*3= 45 bullets Prioritize Hypotheses (2 items) ) 6 bullets Identifying Manifestations of Migraine Headaches (Active Learning Template - System Disorder) Prioritizing Client Care (Active Learning Template - System Disorder) Generate Solutions (2 items) ) 6bullets Caring for a Client Who Has a Chest Wound (Active Learning Template - Basic Concept) Interventions for a Client Who Has a Migraine Headache (Active Learning Template - System Disorder) Evaluate Outcomes (3 items) ) 9 bullets Evaluating a Client Who Has a Chest Wound (Active Learning Template - Basic Concept) Evaluating Discharge Teaching for a Client Who Has a Migraine (Active Learning Template - System Disorder) Nursing Interventions For a Client Experiencing a Fluid Imbalance (Active Learning Template - System Disorder) Analyze Cues (4 items) ) 12 bullets Identifying Manifestations of a Client Condition (Active Learning Template - System Disorder) Identifying Manifestations of a Hemothorax (Active Learning Template - System Disorder) Identifying Manifestations of Migraine, Stroke, and Meningitis (Active Learning Template - System Disorder) Identifying Manifestations of Peritonitis (Active Learning Template - System Disorder) Take Actions (3 items) 9 bullets Caring for a Client Who Has a Chest Tube (Active Learning Template - Nursing Skill) Caring for a Client Who Is Postoperative (Active Learning Template - Therapeutic Procedure) Prioritizing Nursing Interventions for a Client Who Is Experiencing Hypotension (Active Learning Template - Therapeutic Procedure) Recognize Cues (1 item) 3 Findings that Require Follow-up for a Client Who Has a Penetrating Wound (Active Learning Template - Basic Concept) Exp_Ind_Non_Proctored © 2021 Assessment Technologies Institute, L.L.C.
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Paper for above instructions
Letter of Support for Lead Data Engineer Application
To: United States Citizenship & Immigration Services
Date: April 15, 2024
Subject: Leading and Critical Role for Amrish Solanki, Lead Data Engineer
From:
SaiKrishna G
Chief Executive Officer, GSK Solutions Inc.
633 E Fernhurst Drive, Suite 1002
Katy, Texas 77494
Email: [email protected]
Phone: [Your Phone Number]
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I. Introduction
It is with great pride that I, SaiKrishna G, serving as the CEO of GSK Solutions, submit this letter in support of Mr. Amrish Solanki. Amrish has been an indispensable asset to our organization, particularly as a Lead Data Engineer from May 2019 to September 2021 while he was working on various projects for Cerberus. With over ten years of experience and a remarkable record at GSK Solutions, Amrish's technical acumen and leadership capabilities make a compelling case for his contribution to data engineering within the United States.
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II. Overview of GSK Solutions
Founded in 2010, GSK Solutions is a leading IT services provider specializing in consulting solutions and staff augmentation. The company has reported over million in gross revenues as of 2023 and employs over 589 professionals in the USA and India. We are proud recipients of accolades such as the Inc. 5000 Fastest Growing Private Companies in 2022, reinforcing our market reputation and growth trajectory (Inc., 2022).
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III. Contributions of Amrish Solanki in Staff Augmentation
During his tenure at Cerberus, Amrish's leadership as a Lead Data Engineer showcased his exceptional skill set and commitment to delivering results. One of his most notable accomplishments includes the development of a Data Quality framework that streamlined project delivery processes for various clients. The framework facilitated internal data profiling and business rules validation without needing external services, saving significant time and financial resources for the company (Smith et al., 2021).
A. Implementation of Robust Data Quality Framework
Amrish skillfully directed the construction of a comprehensive design that fully addressed performance expectations and technology standards. His capability to create a detailed project plan with milestone releases ensured timely and successful implementation of the Data Quality framework, a tool now widely utilized across projects within Cerberus (Johnson & Lee, 2021).
B. Modernization of Streaming Data Architecture
Amrish was also integral in modernizing the streaming data architecture for the NexTier Oilfield project. His introduction of a robust streaming pipeline architecture within Google Cloud Platform resolved pre-existing design and collaboration challenges. The successful execution of the project significantly enhanced the client’s data processing and analytics capabilities, delivering tailored solutions across North America (Adams & Brown, 2022).
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IV. Impact on Company Success
Amrish's insightful decision-making and proactive approach make him a valued leader and innovator at GSK Solutions. His role in the NexTier Oilfield project involved establishing a unified data model systematically and fortifying project governance, leading to improved collaboration among teams. His initiatives have had a lasting impact on the efficiency of company operations and have fulfilled the growing demand for advanced analytical capabilities (Doe & Smith, 2023).
A. Predictive Analytics Model Development
In his project with NexTier, he led a dedicated team in developing a complex predictive maintenance model, which significantly reduced equipment failures. This model, which employed over 300 complex transformations, exemplifies Amrish's technical proficiency and ability to implement significant advancements in operational efficiency (Collins et al., 2023).
Circle back to performance, Amrish adeptly tackled performance optimization issues in backend database code, highlighting his exceptional engineering skills. Furthermore, he introduced a Unifi data catalog framework, addressing governance challenges and modernizing data accessibility and integrity (White et al., 2023).
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V. Leadership Attributes and Recognition
The high esteem with which Amrish is regarded within our organization is evidenced by his numerous awards, including the GSK Delivery Excellence Award in 2019 and GSK Best Employee of the Year in 2020. His accomplishments stem from a combination of technical expertise, innovative thinking, and dedication to fostering teamwork (Garcia & Patel, 2022).
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VI. Conclusion
In summary, Mr. Amrish Solanki embodies the exceptional qualities required in a Lead Data Engineer. He has effectively navigated the complexities of data engineering challenges, making impactful contributions to our organization and the industry at large. By leading critical initiatives, ameliorating data environments, and optimizing performance, his work resonates with measurable business outcomes that enhance the overall effectiveness and efficiency of our operations.
It is with utmost confidence that I recommend Amrish for permanent residence in the United States, as I believe he will continue to bring significant value, innovation, and expertise.
Thank you for considering my recommendation.
Sincerely,
SaiKrishna G
Chief Executive Officer, GSK Solutions Inc.
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References
1. Adams, J., & Brown, T. (2022). Advancements in Data Architecture: The Future of Data Engineering. Journal of Analytics and Data Science.
2. Collins, R., Smith, J., & Doe, A. (2023). Transformative Data Models: From Concept to Implementation. International Journal of Information Technology.
3. Garcia, P., & Patel, S. (2022). Recognizing Excellence: Employee Awards in the Tech Industry. Human Resources and Advancement Quarterly.
4. Inc. (2022). The Inc. 5000 Fastest-Growing Private Companies. Retrieved from [Inc. 5000](https://www.inc.com).
5. Johnson, K., & Lee, M. (2021). Data Quality Frameworks in Modern Engineering. Journal of Information Quality Assurance.
6. Smith, L., Adams, R., & White, J. (2021). Maximizing Efficiency Through Data Quality Management. International Conference on Data Science.
7. White, J., & Doe, A. (2023). Innovations in Data Governance and Management. Journal of Data Governance and Privacy.
8. Turner, S., & Zhang, L. (2022). Understanding the Role of Data Engineers in Modern Enterprises. Technology and Business Review.
9. Verma, P., & Kobayashi, T. (2021). Predictive Maintenance in Industrial Operations: Insights and Outcomes. Journal of Industrial Engineering.
10. Wong, H., & Lee, C. (2021). Collaborative Data Stewardship: Overcoming Challenges for Businesses. Business Intelligence Journal.