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Are you preparing for graduate school applications and need expert guidance tailored to your unique aspirations? Allow me to offer a specialized Ask-Me-Anything (AMA) session designed to bring clarity and confidence to your application journey. I'm an MLE on the ML Infra team at SambaNova Systems, with a wealth of experience in AI, machine learning, and robotics from prestigious institutions such as CMU, and practical industry experience from companies around the globe.

In this engaging 1:1 text query session, you can ask me anything about:

Crafting standout application essays and personal statements
Building a compelling CV that highlights your key strengths
Effective strategies for obtaining strong recommendation letters
Choosing the right programs and schools that fit your goals
Preparing for and acing admission interviews

Imagine having tailored advice from someone who has successfully navigated the competitive realm of graduate admissions and collaborated with top-tier institutions like CMU, UWaterloo, NUS, ICL, and CUHK. With my extensive background in AI solutions, industry-scale projects, and practical implementation, I am here to help you align your graduate application with your aspirations.

Why choose this AMA session?

Insider Insights: Gain valuable knowledge from my own experience and diverse industry exposure.
Personalized Guidance: Receive advice that is specifically tailored to your individual needs and career goals.
Proven Expertise: Leverage my robust academic background, numerous publications, and hands-on experience to strengthen your application.

Don’t leave your graduate applications to chance. Take this opportunity to learn effective tips, strategies, and insights that can set you apart from the competition. Book your 1:1 Graduate Applications AMA session today and take a significant step towards achieving your academic and professional dreams.

Invest in your future and allow me to guide you on this pivotal journey.

2e:Ta25,I’m a MLE at AWS Annapurna Labs architecting PyTorch & JAX frameworks to "Just Work" on AWS Trn/Inf, cross-functionally driving PJRT, compiler & runtime development. Spanning the neuron stack, I optimize distributed model performance via graph fusion, TP, sharding & kernel design, while triaging compiler-runtime gaps, enabling cloud AI workloads. My expertise stems from deploying LLM training, fine-tuning & inference on custom accelerators at SambaNova and a funded MS at CMU RI SCS with CV, DL & ML depth and SWE Intern experience at JBT corp. At CMU, I cultivated expertise in creating practical AI solutions that align with business principles while effectively serving client needs. My experience spans 3 diverse labs, coordinated with Pitt and UPMC physicians, sponsored by DoD, NSF and DARPA, emphasizing 3 industry-scale AI challenges: 1. Transparency, deployability and resource limitations for AI adoption: Heuristics-guided explainable AI; 2. Precision inadequacy in automated robotic interventions: Physics-informed gen AI; 3. Vast unlabelled and unstructured training data: Contrastive unsupervised representation learning. Summer of 2023, interning at JBT, collaborating with ifm, Oppent, and OSU, I integrated an O3R camera with autonomous vehicle navigation-vision C++ stack on edge VPU, enabling obstacle detection, generating requirements, reducing stack lag and streamlining verification & validation protocols while leveraging agile practices, version control and CI/CD pipelines. Before CMU, several global collaborations with universities: UWaterloo, NUS, ICL and CUHK (exchange study) exposed me to designing industrial automation software: A clinical diagnosis and experimental analysis app to aid ophthalmologists and CV-DL frameworks to tackle automation delays in medical imaging (Graph networks) & latency in computer-assisted surgery (Paced curriculum learning + knowledge distillation). My introduction to CV, DL & ML was at IIT-M, building sketch query 3D CAD model CNN retrieval systems and honed my skillset at Origin Health Pte. Ltd., prototyping in-house Python GUI and fetal screening CV-algorithms that piqued VCs. Moreover, I garnered this passion initially, devising a DL-based EMG-controlled CPM machine, as an undergraduate engineer at my university robotics club. Given my strong academic background, accolades, 5+ years practical experience developing industry solutions in diverse CV, DL & ML global ventures, with 10+ publications, combined with my demonstrated track record of soft skills, I am an excellent candidate for a relevant position.2f:T7f4,

Kickstarting your career as a new graduate can be daunting. With the right guidance and strategies, you can navigate the competitive job market and land your dream role. Tailor-made for new grads, our 1:1 Job Hunt Support service is here to set you up for success every step of the way.

Here's what you'll gain:

Personalized Job Search Plan: Craft a tailored job hunt strategy that aligns with your career goals and strengths, ensuring efficient and effective applications.
Resume and Cover Letter Mastery: Develop standout resumes and cover letters that catch recruiters' eyes and highlight your unique qualifications.
Interview Confidence: Gain crucial interview skills, practice responses to commonly asked questions, and build the confidence to impress potential employers.
Networking Tips: Learn to leverage LinkedIn and other networking platforms to connect with professionals in your desired field and uncover hidden job opportunities.

With a Master’s in Robotics from CMU and extensive experience working on high-impact ML, AI, and automation projects at companies like SambaNova Systems, JBT Corp, and collaborations with global universities, I'm well-equipped to guide you through your job hunt journey. My hands-on experience across diverse AI applications, combined with a substantial academic background, ensures you receive expert insights that are both practical and industry-relevant.

Imagine starting your career with a plan that's perfectly aligned with your aspirations, equipped with the tools and confidence to succeed. You deserve a seamless transition into the professional world, and together, we can achieve that.

No longer will you face the uncertainty of the job market alone. Book your 1:1 New Grad Job Hunt session today, and let's pave the way to a successful and fulfilling career start.

Invest in your future. Let an expert guide you to unlock your full potential.

30:T893,

In this engaging 1:1 text query session, you can ask me anything about:

Crafting standout application essays and personal statements
Building a compelling CV that highlights your key strengths
Effective strategies for obtaining strong recommendation letters
Choosing the right programs and schools that fit your goals
Preparing for and acing admission interviews

Why choose this AMA session?

Insider Insights: Gain valuable knowledge from my own experience and diverse industry exposure.
Personalized Guidance: Receive advice that is specifically tailored to your individual needs and career goals.
Proven Expertise: Leverage my robust academic background, numerous publications, and hands-on experience to strengthen your application.

Invest in your future and allow me to guide you on this pivotal journey.

31:T704,

Looking to secure funding for your education through academic scholarships? The competitive process demands standout applications, and with expert guidance, your chances of success increase significantly. I’m here to help you craft exceptional applications!

Why This Session Is Perfect for You:

You're applying for academic scholarships and need personalized advice.
You want assistance in identifying the best scholarships suited to your profile.
You desire feedback on your essays, application strategy, and materials.

What You’ll Gain:

In this dynamic AMA (Ask Me Anything) session, you have the freedom to bring any and all questions regarding scholarship applications. Here’s a glimpse of what we can cover:

Discovering scholarships that align with your goals and achievements.
Elevating your scholarship essays with thorough reviews and actionable tips.
Organizing and composing a compelling and comprehensive application.
Formulating strategies to distinguish yourself from other competitive applicants.

How to Prepare:

Maximize the session’s value by coming prepared with specific questions or materials that need review. Whether you need help brainstorming essay ideas, refining your strategy, or any aspect of your application, we’ll ensure our time together is productive and impactful.

Together, we’ll work towards securing the funding you need to achieve your academic dreams. Sign up today and take the first step toward your brighter educational future.

Get ready to make your scholarship application stand out with guided expertise. Your journey toward academic success and financial support starts here!

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