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May 3010:00 AM PDT
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Getting into multiple MBA programs is impressive. Getting 8 MBA admits with scholarships from every admitted school requires more than just submitting more applications — it requires deep school research, strong positioning, and more.
May 3108:00 AM PDT
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What’s in it for you- Live Profile Evaluation Chat Session with Shimri Winters, LBS Grad, GM ARINGO. Come with your details prepared and ARINGO will share insights! Pre-MBA Role/Industry, YOE, Exam Score, C/GPA, ECs Post-MBA Role/ Industry & School List.
May 3110:00 AM EDT
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Download the MBA Launchpad App, for FREE access to the largest MBA database - Data backed read on your profile - Identify gaps before you apply - Build a balanced school list - Track your deadlines - Mock interviews - Extensive content library- May 31
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Will AI really replace MBA jobs — or just redefine them? In this episode of our GMAT Club Podcast Series, we explore how artificial intelligence is transforming the post-MBA landscape — from consulting and finance to product management and operations. 
May 3108:00 PM PDT
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Inquire for a free profile evaluation and guarantee statement for possible admits and scholarships!- Jun 03
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Short-answer questions are often the most overlooked part of MBA applications — but they can quietly become one of the strongest ways to differentiate yourself. In this video, we break down why short-answer prompts matter, and more.... 
Jun 0311:00 AM EDT
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There are only 10 weeks until the Kellogg Executive MBA’s August 12 deadline! Learn key steps for preparing an outstanding application!
Jun 0410:00 AM EDT
-10:30 AM EDT
Most MBA applicants treat the essay prompt as a question to answer. It isn't. The prompts at M7 and T10 programs are open-ended by design — watching what candidates choose to say when almost anything is fair game. That choice is a strategic decision, and- Jun 10
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Register for the GMAT Club Virtual MBA Spotlight Fair – the world’s premier event for serious MBA candidates. This is your chance to hear directly from Admissions Directors at nearly every Top 30 MBA program..
08 May 2026, 09:12
Kudos
Bookmarks
Hello Everyone,
Reaching out to receive a feedback for my profile and betterments that could be done.
I am planning to apply for the upcoming ISB Round 1/2 and would appreciate a profile evaluation.
Here are my details and Profile Overview:
* Demographic: General Engineering Female
Education:
* B.Tech: ECE - Jalpaiguri Government engineering College, West Bengal ( 8.43 CGPA, Class of 2023)
* 12th Standard: 95.4%
* 10th Standard: 10CGPA
Work Experience & Business Impact (3Y7M as on cut off 31 March 2027):
At Motherson (Aug 2025- present) - Joined as Senior AI Engineer
1. Design and develop production-grade GenAI and agentic AI systems, enabling intelligent automation and conversational enterprise applications.
2. Architect and deploy scalable RAG pipelines over enterprise and financial datasets using vector search and semantic retrieval, implementing both persistent (long-lived) & session-based (short-lived) retrieval architectures.
3. Build agentic workflows using LangGraph, enabling multi-step reasoning, tool invocation, and fault-tolerant executions.
4. Integrate LLMs via Azure OpenAI and implement prompt engineering strategies for reliable responses.
5. Implemented blue-green deployment pipelines to minimize downtime and ensure reliable traffic handling during production releases.
At Ericsson (Aug 2023-Aug 2025) - Joined as GET ----> AI and Intelligent Automation Engineer
1. Working as an AI & Automation Intelligence Engineer at Ericsson, driving enterprise automation and analytics initiatives across telecom operations.
2. Developed and optimized AI/ML and data engineering solutions leveraging AWS Glue, SageMaker, Snowflake, and PySpark for scalable enterprise workflows.
3. Led cost optimization and cloud migration initiatives, including transition of Snowflake-SageMaker pipelines to AWS Glue, improving operational efficiency and reducing infrastructure expenditure.
4. Built automation and anomaly detection solutions integrating AWS Lambda, CloudWatch, and GenAI-based workflows to improve monitoring and incident response.
5. Collaborated cross-functionally with business and technical stakeholders to deliver data-driven insights and process automation initiatives.
Awards & Recognition:
- Awarded “Beyond Expectations” recognition for successfully delivering multiple challenging AI assignments for the Q3 2025.
- Recognized with "Star Performer" of the year 2025-2026 for succesfully delivering before timelines while maintaining the SLAs.
Extra-curricular:
- Co-Organiser of TEDxJGEC which was conducted at a college level and managing the entire speaker panel with logistics and the event management.
- Director of my college Entrepreneurship Cell-JGEC.
- Miss Athlete in the year 2020 for securing the top sports contender with maximum wins.
Target:
* Exam: GMAT Focus Edition (not attempted yet) - July/Aug
* Goal: ISB Round 1/2 this year with a post MBA goal of pivoting into Product management role and directing interacting with business stakeholders
What should be target GMAT FE score. Would appreciate any insights on how this profile stacks up for ISB and any specific areas I should focus on further uplifting my profile.
Reaching out to receive a feedback for my profile and betterments that could be done.
I am planning to apply for the upcoming ISB Round 1/2 and would appreciate a profile evaluation.
Here are my details and Profile Overview:
* Demographic: General Engineering Female
Education:
* B.Tech: ECE - Jalpaiguri Government engineering College, West Bengal ( 8.43 CGPA, Class of 2023)
* 12th Standard: 95.4%
* 10th Standard: 10CGPA
Work Experience & Business Impact (3Y7M as on cut off 31 March 2027):
At Motherson (Aug 2025- present) - Joined as Senior AI Engineer
1. Design and develop production-grade GenAI and agentic AI systems, enabling intelligent automation and conversational enterprise applications.
2. Architect and deploy scalable RAG pipelines over enterprise and financial datasets using vector search and semantic retrieval, implementing both persistent (long-lived) & session-based (short-lived) retrieval architectures.
3. Build agentic workflows using LangGraph, enabling multi-step reasoning, tool invocation, and fault-tolerant executions.
4. Integrate LLMs via Azure OpenAI and implement prompt engineering strategies for reliable responses.
5. Implemented blue-green deployment pipelines to minimize downtime and ensure reliable traffic handling during production releases.
At Ericsson (Aug 2023-Aug 2025) - Joined as GET ----> AI and Intelligent Automation Engineer
1. Working as an AI & Automation Intelligence Engineer at Ericsson, driving enterprise automation and analytics initiatives across telecom operations.
2. Developed and optimized AI/ML and data engineering solutions leveraging AWS Glue, SageMaker, Snowflake, and PySpark for scalable enterprise workflows.
3. Led cost optimization and cloud migration initiatives, including transition of Snowflake-SageMaker pipelines to AWS Glue, improving operational efficiency and reducing infrastructure expenditure.
4. Built automation and anomaly detection solutions integrating AWS Lambda, CloudWatch, and GenAI-based workflows to improve monitoring and incident response.
5. Collaborated cross-functionally with business and technical stakeholders to deliver data-driven insights and process automation initiatives.
Awards & Recognition:
- Awarded “Beyond Expectations” recognition for successfully delivering multiple challenging AI assignments for the Q3 2025.
- Recognized with "Star Performer" of the year 2025-2026 for succesfully delivering before timelines while maintaining the SLAs.
Extra-curricular:
- Co-Organiser of TEDxJGEC which was conducted at a college level and managing the entire speaker panel with logistics and the event management.
- Director of my college Entrepreneurship Cell-JGEC.
- Miss Athlete in the year 2020 for securing the top sports contender with maximum wins.
Target:
* Exam: GMAT Focus Edition (not attempted yet) - July/Aug
* Goal: ISB Round 1/2 this year with a post MBA goal of pivoting into Product management role and directing interacting with business stakeholders
What should be target GMAT FE score. Would appreciate any insights on how this profile stacks up for ISB and any specific areas I should focus on further uplifting my profile.
08 May 2026, 20:47
Kudos
Bookmarks
Hi Shinz,
Overall, this is a strong profile for ISB with good academics, strong AI/GenAI work experience, and leadership activities in college. Your work at Ericsson and Motherson makes your profile stand out from regular tech applicants. Focus on showing business impact, leadership, and stakeholder interaction in your projects. A GMAT FE score of 675+ should make you competitive. Your Product Management goal makes sense, but try to explain it more clearly in terms of AI products and business roles. With a good GMAT score and strong application essays, you will have a solid chance at ISB.
All the Best!
Happy to connect if you’d like to discuss your profile in more detail.
[color=#000000]Website: [color=#006597]https://gradocean.in/
WA: +91-9892714308
Email: [email protected][/color]
[/color]
Overall, this is a strong profile for ISB with good academics, strong AI/GenAI work experience, and leadership activities in college. Your work at Ericsson and Motherson makes your profile stand out from regular tech applicants. Focus on showing business impact, leadership, and stakeholder interaction in your projects. A GMAT FE score of 675+ should make you competitive. Your Product Management goal makes sense, but try to explain it more clearly in terms of AI products and business roles. With a good GMAT score and strong application essays, you will have a solid chance at ISB.
All the Best!
Happy to connect if you’d like to discuss your profile in more detail.
[color=#000000]Website: [color=#006597]https://gradocean.in/
WA: +91-9892714308
Email: [email protected][/color]
[/color]
Shinz
ApplicantX
08 May 2026, 23:39
Kudos
Bookmarks
Honestly, your profile is strong for Indian School of Business.
Good academics, female engineer diversity, strong AI/GenAI work, promotions/awards, and clear impact at work, all of that helps a lot. Your extracurriculars are solid too, especially TEDx + E-Cell leadership.
Your PM goal also makes sense from your current background, so the story feels natural.
The main thing now is GMAT. Try to get at least around 675–695 FE to be in a comfortable spot for ISB. Higher is obviously better, but you don’t need a crazy score.
Biggest advice: don’t make your essays too technical. Focus more on leadership, ownership, and business impact rather than AI jargon.
Good academics, female engineer diversity, strong AI/GenAI work, promotions/awards, and clear impact at work, all of that helps a lot. Your extracurriculars are solid too, especially TEDx + E-Cell leadership.
Your PM goal also makes sense from your current background, so the story feels natural.
The main thing now is GMAT. Try to get at least around 675–695 FE to be in a comfortable spot for ISB. Higher is obviously better, but you don’t need a crazy score.
Biggest advice: don’t make your essays too technical. Focus more on leadership, ownership, and business impact rather than AI jargon.
Shinz
