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• Self-Motivated: I thrive on challenges and take initiative to learn and grow without external prompts.
• Passion for Exploration: I love exploring new places, immersing myself in diverse environments, and gaining fresh perspectives.
• People-Centric: I enjoy engaging with new people, building connections, and exchanging ideas.
• Mentorship: Mentoring others is something I genuinely enjoy, as it allows me to share knowledge and help others grow.
• Appreciation for Art and Culture: I have a deep love for art, culture, music, and world cinema, which enriches my creativity and worldview.
• Cooking Enthusiast: I love experimenting in the kitchen and trying out new dishes, blending culinary skills with creativity.

I stand out because I combine operational depth with a transformation-focused mindset. At Mercer, I didn’t just manage benefit renewals—I identified inefficiencies and built solutions, like a global provider template that boosted data accuracy from 50% to 95%.

I also simplified complex reporting processes, saving over 15 hours per client while improving quality. What differentiates me is that I don’t wait for problems to escalate—I proactively redesign processes, engage stakeholders, and deliver scalable outcomes.

That mindset of continuous improvement and strategic thinking is what helps me make a lasting impact.

It would be at my thesis, of predicting SEPSIS with AI using multiple models, and the challenge was with time management, since we had 2 problems, the first problem was that we didn't had access to the data base until half of the second semester, since the process to get access to a hospital database was a rigorous process, so we weren't able to go quick with our application. The second one was that a team mate and I had a family member with cancer, so we needed to manage our work load in a manner that we could be present as family and team members, we needed to fulfil our duties on the project, so I planted a prioritization process in witch we focused on our best attributes I on sql queries and documentation, mostly but the situation with the family member of my companion worsen, so needed someone to help with his work load, so I also assisted him with his main tasks as the main designer of the project, mainly on the uml diagrams, so that we could end our thesis 

I believe my biggest achievement is building a high performing team amongst a lot of chaos. I started as an engineering manager for replenishment team, soon due to restructuring I was asked to lead a different BU called Parcel and I was given the team from scratch, 8 months into this I heard the leadership is deciding to put Parcel on KTLO and give me a new tier 1 service called channels. This service was highly unstable with a lot of issues and tech debt. This service was transitioned among 4 engg manager in past three years (4th me). 

TASK

My job was to do a successful transition of this service and keep the team motivated

Actions

- When I got to. know about Parcel KTLO and having a new product under me, I wanted to ensure this is communicated to the team clearly with empathy and I wanted to ensure the team that this will only benefit their growth

- I started with a team meeting, shared a couple of wins that we did in parcel, shared even though we did so much, Parcel is being put on KTLO for various xyz reasons.

- I told them every crisis situation is an opportunity and by channels coming under us, we can showcase that even the toughest of the services can be maintained if the tech debt is continuously addressed

- Post team meeting I kept 1:1 with every member and listened them, helped answer their questions

- A couple of team members did share that they felt proud about what they developed in Parcel and were feeling sad that it was going in KTLO.

- I shared that products coming in KTLO happens sometime and this in no way reflects the teams performance, infact our teams reputation is very good amongst the leaders thats why they have given us the most important service (which is also in the worst shape)

- Under previous engg managers there was minimal to no improvement in the service on tech and product side because they were busy fixing on call issues

- I worked with the team to fix this by assigning ywo people to on call and rest two on fixing the issues from root cause. 

- In a couple of months this gave us brwating space since the oncall issues reduced directly impacting reduction in customer queries

- We got appreciated by leadership for this

Result

- Team members were highly motivated

- Learnt a lot

- Got appreciated by leadership for this hard works

At hyperface we got requirement from product team to build a nudge engine, this will be a configuration driven engine and when a condition is met based on the configured communication pattern it is going to send the communication. Example : If user have done 5 transaction is flikart and an offer is going on to do 10 transactions to get a reward we will nudge user based on the communication channel and rules that nudge him on whatsapp this much time and send him the push notification.

When this product requirement came , product wanted to build each and everything as a single engine, but at that time I realized that having a separate notification service which will take care of all notification related stuff and we will be able to efficiently scale that system and prevent having a tight coupling  will be very helpful , but when I proposed this product did not agreed as they thought right now there is no usecase for making nudge engine and notification engine a separate component.

At that time I dicsucces this with my fellow EM and came to know that they are scenarios where they need to send notification for example otps , push notification and everyone is handling this in a custom way in there own code based . With all this data I went back to product team ann pitched them that having this notification engine all this custom handling will be gone we will have better mechanism to control notification  track metricies and and improve the experience by handling failure scenarios .

with this data I was able to convenience the product team to build to different systems.

The accomplishment that I am most proud of is when my manager asked me to move to Malaysia to set up a new Factory and the Operations department in Kuala Lumpur.

It was my job to get all licenses and permits required to allow our factory to run under the country's regulations. I had to define the different roles needed like Product, Process, Quality, and Planning engineers. In addition, it was also my responsibility to manage the transfer of 3 different product lines from China to Malaysia.

To make that happen, I kicked off the project with the stakeholders to define the goals, budget, and plan for the opening of the new factory. I defined all milestones, and I collaborated with HR team to define the total HC needed, the different roles, the timeline for each incorporation, and the budget. With the Legal department, I worked closely to get the licenses and permits required for our company to operate in Malaysia. Together with the Operations team, I worked on the factory layout, material readiness, staff training, and the assembly lines transfer plan from China to Malaysia.

After 9 months of deep collaboration with cross-functional teams, I completed the project on time and within budget. It was a great learning opportunity that challenged my program management and leadership skills. Finally, the transfer resulted in a cost down of 5% for our customer in the products transferred to Malaysia.

Success could be measured in multiple different factors. An engineer or a resource would be performing very well in the team, stupendous technically but their relationship with the team should also be desirable. They should be open to collaborate, have good relationship, trust with the team, help cross functional team for collaborating with multiple business teams. Should be able to understand the problem providing right solution at right time, mentoring others in the team and always posses the ability to communicate with at most clarity. 

All of this is a 360 degree feedback that one could be considered successful working in an organisation.