I have over 13 years of experience in the software engineering industry, which includes about 7 years in Backend Engineering and 6 years in Data Engineering. This allows me to have a unique perspective about how to solve problems. If you are looking for a career in Data Engineering or have specific problems that you are looking to solve, I am happy to talk to you.
My Mentoring Topics
- Data Analytics & Insights
- Business Intelligence
- Career change into Data Engineering
- Individual Contributors looking to move into Management
V.
20.October 2022Ajay really helped me to steer down what I am looking for. He helped with resources. I enjoyed the talk and look forward to get in touch again.
M.
16.October 2022Ajay clearly and concisely answered my questions. He helped me navigate to the next step in my data engineering career. He discussed the bottlenecks and ways of improvements in my data pipeline architecture not only the technical ones but he also gave me professional tips & tricks for better communication with (non) technical people. I'm not overwhelmed at all while talking with him as every advice and tip is extremely invaluable and applicable to the real word. He also touched on the other aspects required that I did not pay attention to before. Looking for the next mentoring session about my data engineering portfolio project and I would definitely recommend Ajay for the right guidance. Thanks Ajay.
J.
24.July 2022Ajay was very helpful giving advice from his experience. He told me where to tackle in terms of finding a data related jobs and a lot of helpful tips regarding it. He was also very nice talking to. Thank you!
P.
9.July 2022Interaction with Ajay was smooth and a mentee can easily approch him with their doubts. He has this ability to take in the inputs from mentee and combine them with his expertise to guide mentee towards their goals. The session was extremely helpful and I thank Ajay for his time .
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The Making of a Manager - What to Do When Everyone Looks to You
Julie Zhuo
Key Facts and Insights Management is Not About Power: This book emphasizes that good management is not about exercising power over others, but about guiding and supporting them. Effective Communication: Zhuo stresses the importance of clear, concise, and open communication as an essential tool for effective management. Building Trust: Building trust is integral to successful management. It is gained through consistency, honesty, and delivering on promises. Self-Reflection: The importance of self-awareness and reflection in understanding one's management style is crucial. Growth Mindset: Embracing a growth mindset and encouraging it among your team members plays a significant role in achieving success. Delegation: Effective delegation is a key skill that a manager must master. Zhuo provides guidance on how to delegate tasks effectively and empower your team. Feedback Mechanism: Constructive feedback is critical in a team's growth and development. Zhuo discusses how to give and receive feedback effectively. Conflict Resolution: Zhuo provides valuable insights on how to handle conflicts and disagreements within the team. Adaptable Management Style: The book emphasizes the need for managers to adapt their style to different people and situations. Goal Setting: Zhuo highlights the importance of setting clear, achievable goals for the team and the role of managers in tracking progress. Building a High-Performing Team: The book provides practical advice on how to build a high-performing team. An In-depth Analysis of the Book "The Making of a Manager - What to Do When Everyone Looks to You" by Julie Zhuo is a comprehensive guide to effective management, based on her experience as a manager at Facebook. The book is not merely a recitation of management theories, but a practical guide filled with personal anecdotes, case studies, and clear, actionable advice. Zhuo begins by demystifying the role of a manager by stating that management is not about power, but about guiding and supporting others. This is a refreshing take on management, which often gets misconstrued as a role that wields power over others. One of the book's key themes is the importance of effective communication. Zhuo emphasizes that clear, concise, and open communication is vital in managing teams effectively. This aligns with the 'Communication Competence Model' by Spitzberg and Cupach, suggesting that effective communication involves both the message's content and relational aspects. Another significant insight from the book is the importance of building trust. Trust, as Zhuo explains, is an integral part of successful management, earned through consistency, honesty, and delivering on promises. This aligns with the 'Trust Equation' proposed by Maister, Green, and Galford, suggesting that trust is a function of credibility, reliability, and intimacy. Zhuo underscores the importance of self-reflection in understanding one's management style. This concept aligns with the Johari Window model, which emphasizes self-awareness as a crucial aspect of personal and interpersonal understanding. The book also highlights the significance of adopting a growth mindset, a concept popularized by psychologist Carol Dweck. Zhuo discusses how a growth mindset encourages continuous learning, resilience, and adapting to new challenges, all of which are vital traits for a successful manager. Zhuo provides valuable insights on delegation, a critical skill that many managers struggle with. She gives practical advice on how to delegate tasks effectively, ensuring that the team members feel empowered and not micromanaged. Feedback is another crucial area that Zhuo explores in-depth. She discusses how to give and receive feedback effectively, emphasizing that constructive feedback is critical for a team's growth and development. This aligns with the 'Feedback Sandwich' method, which involves providing constructive criticism sandwiched between positive feedback. Conflict resolution is another topic that Zhuo skillfully navigates. She provides practical advice on handling conflicts and disagreements within the team, emphasizing the importance of empathy and understanding in resolving conflicts. The book also explores the need for managers to have an adaptable management style. Zhuo emphasizes that different people and situations require different approaches, aligning with the Situational Leadership Theory, which suggests that effective leadership is task-relevant. Goal setting is another significant theme in the book. Zhuo highlights the importance of setting clear, achievable goals for the team and tracking progress towards these goals. This aligns with the SMART goals framework, which emphasizes Specific, Measurable, Achievable, Relevant, and Time-bound goals. Finally, Zhuo provides practical advice on how to build a high-performing team. She explains how to create an environment conducive to productivity and how to motivate team members to perform at their best. In conclusion, "The Making of a Manager - What to Do When Everyone Looks to You" by Julie Zhuo is an invaluable resource for anyone looking to improve their management skills. Zhuo's practical advice and personal insights provide a fresh perspective on management, making the book a must-read for both new and experienced managers.
ViewThe Phoenix Project - A Novel about IT, DevOps, and Helping Your Business Win
Gene Kim, Kevin Behr, George Spafford
Key Facts and Insights from "The Phoenix Project" The Three Ways: The first principle, known as "The flow of work from left to right," emphasizes the need for work to be visualized and flow smoothly from development to operations to the customer. The second principle, "Amplify feedback loops," underscores the importance of creating channels for necessary adjustments. The third principle, "Continual experimentation and learning," promotes a culture of continual experimentation, taking risks, and learning from failure. DevOps: The book emphasizes the critical role of DevOps in modern IT operations and how it can help businesses win. DevOps represents the integration of development and operations teams to deliver better, faster, and more reliable outcomes. IT as a competitive advantage: The book argues that IT is no longer just a support function but a strategic asset that can provide a competitive advantage when managed effectively. Importance of Visibility: The book stresses the importance of visibility in IT operations. It emphasizes the need for clear visibility of work-in-progress, flow, and feedback to reduce wastage and increase efficiency. Work in Progress (WIP): The book highlights the dangers of excessive WIP and how it can lead to burnout and inefficiency. It recommends limiting WIP to improve flow and efficiency. Technical Debt: The book discusses the concept of technical debt and how neglecting it can lead to long-term inefficiencies and increased costs. Value of IT operations: The book underscores the value that IT operations bring to a business, emphasizing the need for organizations to invest in their IT operations. Culture of Learning: The book advocates for a culture of learning where failures are seen as opportunities for learning, not blame. Infrastructure as Code (IaC): The book introduces the concept of Infrastructure as Code, a key DevOps practice that involves managing and provisioning computer data centers through machine-readable definition files, rather than physical hardware configuration or interactive configuration tools. Automation: The Phoenix Project highlights the importance of automation in reducing errors, freeing up human resources, and increasing efficiency and productivity. Managing Bottlenecks: The book discusses the Theory of Constraints and how managing bottlenecks in any process can improve overall performance. In-depth Analysis "The Phoenix Project" presents a compelling case for the integration of development and operations teams through a method known as DevOps. This critical shift in IT operations management can best be understood through the lens of The Three Ways. The first way emphasizes the need for work to flow smoothly from development to operations to the customer, a principle that is at the heart of DevOps. The second way underscores the importance of creating channels for necessary adjustments or feedback. This feedback loop is an integral part of the DevOps culture as it helps teams to identify and rectify issues promptly, thereby improving the quality of outcomes. The third way promotes a culture of continual experimentation, learning, and understanding that failure is a part of this process. The authors, Gene Kim, Kevin Behr, and George Spafford, argue convincingly that IT is no longer just a support function but a strategic asset that can provide a competitive advantage when managed effectively. This is a significant shift from traditional perspectives and places IT at the heart of business strategy. The book also emphasizes the importance of visibility in IT operations. It is essential to have clear visibility of work-in-progress, flow, and feedback to reduce wastage and increase efficiency. In this context, the book introduces the concept of technical debt, which refers to the future cost of correcting shortcuts taken in system development or maintenance today. If neglected, technical debt can lead to long-term inefficiencies and increased costs. One of the key insights from the book is the dangers of excessive Work in Progress (WIP). Too much WIP can lead to burnout and inefficiency. To address this, the authors recommend limiting WIP to improve flow and efficiency. This is a core principle of lean and agile methodologies, which aim to reduce waste and increase the delivery speed. The Phoenix Project also introduces the concept of Infrastructure as Code (IaC), a key practice in DevOps. IaC involves managing and provisioning computer data centers through machine-readable definition files, rather than physical hardware configuration or interactive configuration tools. This is a significant shift from traditional IT operations and provides a more efficient and reliable approach to managing infrastructure. Automation is another key theme in the book. The authors highlight the importance of automation in reducing errors, freeing up human resources, and increasing efficiency and productivity. This is a key practice in DevOps, where the aim is to automate as much of the software delivery pipeline as possible. Finally, the authors discuss the Theory of Constraints and how managing bottlenecks in any process can improve overall performance. This is an essential principle in operations management and is particularly relevant in the context of IT operations, where bottlenecks can significantly hinder the delivery speed. In conclusion, "The Phoenix Project" provides a compelling case for adopting DevOps and rethinking the role of IT in business strategy. The principles and practices discussed in the book have the potential to transform IT operations and help businesses win in a competitive environment.
ViewRadical Candor - How to Get What You Want by Saying What You Mean
Kim Scott
Key Insights from the Book: The importance of Radical Candor - a management philosophy that encourages open, honest, and direct communication. The two dimensions of Radical Candor: Care Personally and Challenge Directly. How to avoid the pitfalls of Obnoxious Aggression, Manipulative Insincerity, and Ruinous Empathy. The importance of giving and receiving feedback effectively. How to encourage a culture of open communication in the workplace. Practical strategies to implement Radical Candor in real-life situations. The role of empathy and understanding in fostering Radical Candor. How Radical Candor helps in building strong relationships at work. The significance of emotional intelligence in implementing Radical Candor. The benefits of Radical Candor for personal growth and professional development. An In-Depth Analysis of "Radical Candor" Author Kim Scott's "Radical Candor" is an insightful exploration of a management philosophy that encourages open, honest, and direct communication. Scott, a veteran of Google and Apple, has distilled years of leadership experience into this philosophy, which she believes can revolutionize the way we lead and work. The core principle of Radical Candor revolves around two dimensions: Care Personally and Challenge Directly. As a leader, it is pivotal to demonstrate that you genuinely care about your team members as individuals. However, it's equally important to challenge them directly and offer constructive criticism to help them grow. The book warns against the pitfalls of three ineffective communication styles: Obnoxious Aggression, Manipulative Insincerity, and Ruinous Empathy. Obnoxious Aggression is characterized by direct feedback that lacks empathy. Manipulative Insincerity is when feedback is neither caring nor direct, often resulting in dishonesty and deceit. Ruinous Empathy, perhaps the most common pitfall, happens when leaders care about their employees but are unwilling to provide direct feedback for fear of upsetting them. Scott emphasizes the importance of giving and receiving feedback effectively. Feedback should be immediate, face-to-face, and must offer a clear path for improvement. Moreover, it should be a two-way street - leaders should also be open to receiving feedback from their teams. The book offers practical strategies to implement Radical Candor in real-life situations. These strategies are crafted to help leaders adopt Radical Candor without falling into the traps of the ineffective communication styles mentioned earlier. It also underscores the role of empathy and understanding in fostering Radical Candor, highlighting the significance of emotional intelligence in implementing this philosophy. Scott asserts that Radical Candor can help in building strong relationships at work. By fostering open communication, it can create a positive work environment where everyone feels valued, heard, and motivated. Furthermore, Radical Candor can lead to personal growth and professional development. It encourages individuals to be more self-aware, fosters continuous learning, and promotes a growth mindset. In conclusion, "Radical Candor" presents a compelling case for a management approach that prioritizes open, honest, and direct communication. By incorporating Radical Candor into our leadership styles, we can foster a more positive, productive, and rewarding work environment.
ViewDare to Lead - Brave Work. Tough Conversations. Whole Hearts.
Brené Brown
Key Facts from "Dare to Lead: Brave Work. Tough Conversations. Whole Hearts" Leadership is not about titles or power, but about the courage to lead with vulnerability. Embracing vulnerability is crucial for courageous leadership, contrary to the common belief that vulnerability is a sign of weakness. Trust is built in small moments and is the backbone of connection and leadership. Clear and honest communication is key to successful leadership, and this includes having difficult conversations. The concept of “rumbling with vulnerability” is introduced as a method to face fear and uncertainty. There is a difference between being a knower and being a learner, and a good leader should be a learner. Leaders should always operate from a place of values, and ensure their team does the same. Effective leaders do not avoid tough conversations, they lean into them with empathy and understanding. Leadership requires a constant commitment to personal and professional growth. Leaders must be willing to give feedback and be open to receiving it as well. Understanding and addressing shame and empathy is vital for healthy team dynamics. Detailed Summary and Analysis "Dare to Lead" by Brené Brown is a thought-provoking exploration of what it means to be a courageous leader. The book challenges many conventional notions about leadership, such as the association of leadership with power and authority. Instead, Brown emphasizes that leadership is not about titles or power but about the courage to lead with vulnerability. This vulnerability, she insists, is not a sign of weakness but a necessary ingredient for courageous leadership. A crucial insight from the book is the importance of embracing vulnerability. In a society that often views vulnerability as a flaw, Brown's emphasis on its importance is a significant shift. She introduces the concept of “rumbling with vulnerability”, which she defines as having the courage to face our fear and uncertainty, to lean into our discomfort, and to have difficult conversations. This concept encourages leaders to show up and be seen, even when there are no guarantees, which is a testament to true bravery. Another significant aspect of the book is the emphasis on trust-building. Brown argues that trust is built in small moments and is the backbone of connection and leadership. The acronym BRAVING, introduced in the book, stands for Boundaries, Reliability, Accountability, Vault, Integrity, Non-judgment, and Generosity, and outlines the elements of trust. Understanding and implementing these elements can significantly enhance the trust within a team. Communication is another key theme in "Dare to Lead". Brown stresses the importance of clear and honest communication in leadership, including having difficult conversations. According to her, effective leaders do not avoid tough conversations; instead, they lean into them with empathy and understanding. This can be a daunting task, but it is essential for maintaining transparency and trust within the team. "Dare to Lead" also emphasizes the importance of being a learner, not a knower. Brown elaborates on the difference between the two, explaining that knowers feel the need to provide answers, while learners ask questions. According to her, a good leader should always be a learner, constantly seeking knowledge and understanding. This insight challenges the traditional notion of leadership as being the one with all the answers, and instead promotes a more collaborative and inquisitive approach to leading. Furthermore, Brown emphasizes that leaders should always operate from a place of values. Leaders should identify their core values and ensure that their actions align with these values. Additionally, they should also encourage their team members to identify and align with their values, fostering a value-driven work environment. Lastly, the book explores the concept of shame and empathy, and how understanding and addressing these can contribute to healthier team dynamics. Brown argues that empathy is the antidote to shame and encourages leaders to foster an empathetic environment. In conclusion, "Dare to Lead" provides a comprehensive guide on how to be a more courageous, empathetic, and effective leader. By embracing vulnerability, building trust, communicating clearly, being a learner, operating from a place of values, and understanding shame and empathy, one can truly lead with their whole heart.
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A.
4.November 2024Thank you so much Ajay for providing your insights on DataEngineering and DataPlatform teams. I have started following the guidelines you suggested. It was really helpful to catchup with you and discuss what a devops engineer should focus on while part of a data platform team.