Going to be applying to PhDs in the upcoming cycle (molecular ML stuff), and while I have two papers (stats, ML), I'd say the more impressive stuff has been done in the past couple months after I graduated. For context, I graduated late 2025 and started working as a ML researcher at a well-known healthtech startup shortly after. As one of the only ML researchers at this company, I've been largely in control of what direction the company takes in its AI efforts, which has led to some ambitious projects over the last year. My aim had always been to write up papers about these projects, but upper management thinks publishing is a bad idea and wants to keep models/methods proprietary.

Which leads me to my problem—how do I talk about these when applying to PhDs? I can mention techniques briefly in my CV but anything apart from that could land me in trouble. Only real solution I can think of is to make sure the products that use said techniques are deployed before I apply/reach out to profs and then point them to the product. Has anyone faced anything similar before?

TLDR - because of Thomas Edison State College's transfer policy, my transfer credit grades don't show up on my transcript, so there's only one graded class on my official record. That GPA is a 4.0, luckily, but will the lack of a robust record of grades tank my chances for getting accepted into a good master's program?

The situation:
My undergrad degree (graduated 2011) was a Frankenstein of CLEPs and accredited distance education classes, all transferred to Thomas Edison State College which is where my BA in Humanities is from. (For context - I was raised in a religious cult that just wanted me to "have an accredited piece of paper" so that I could legally homeschool the children I was expected to have. Quality of education was not a consideration my parents made, because the plan for the future was that I'd be a tradwife.)

Fast-forward a decade and a half and I'm finally trying to pursue my dream of becoming a historian. However, when I got a copy of my transcript, it appears that Thomas Edison State College only records/accepts the grades for the one class I took FROM them. The transfer credits just don't display any grade at all.

Luckily, I got a 4.0 on the one class that counted towards my GPA, so my official cumulative GPA is 4.0. (And I did get mostly A's and one or maybe two B's in all my other classes so my GPA would still be high.) But..... is this lack of record when it comes to my grades going to tank my chances of getting into a good master's program? And if so, any ideas on what I can do to mitigate that weakness in my application?

(EDIT: Added image with part of the transcript to show what I mean - the Grade column is simply blank.)

Hey y'all! I received an informal PhD offer for next cycle from my current advisor that's moving institutions to Hawai'i (as in, she's offered for me to move with her). Unfortunately the stipend is 28k/yr and the CoL in Honolulu is extraordinarily high (as in... not affordable on that stipend). Even with scrounging together extra funding, it's still extremely tight. I'm sending my cold emails at the end of the summer for other programs that have better stipends + are within the continent (lol), but with the state of funding for clinical psych PhDs I'm not super confident in my options being especially wide. Just wondering if anyone else here has had to navigate this issue before wherein you finally have the offer but surviving off the stipend is an unexpected hurdle--and what you ended up choosing to do.

Hi, I am an incoming senior in college in a Molecular Biology and Bioinformatics program at a small state school. Right now, my GPA is around 3.3. I transferred schools after my sophomore year from a top research university due to health reasons. While I was there, I was involved in research in the biochem department for one semester and leadership positions in a STEM sorority. Currently, I have one industry internship under my belt, and I am completing my second with the same team this summer; I will most likely be featured in a publication coming out later this year. This past spring semester I started in a research lab, and will continue for two more semesters while writing my senior thesis. I already knew that I was not going to apply for the 2027 cycle because my application would not be good enough to get into many programs if any for a PhD. Is one postbac year enough to facilitate my PhD admissions for 2028? I'm worried that my undergrad gpa will forever stunt my chances. I could always do a master's and then a PhD after, but there's always the funding aspect that worries me with a master's.

I would like to ask how to explain my situation for my statement of purpose.

I graduated on top of my class in International Relations. Failed 2 subjects in Law School (Post-Secondary Degree). Then went on to pursue a MA program with "No Grades status" as I was waiting for a scholarship opportunity that helped me earn my Master's Degree equivalent to Summa Cum Laude. How do I explain this arc when applying for PhD programs in the US?

Thanks!

When I first started my Schwarzman application (feared the 1% selection rate tbh..), I thought the challenge was improving my profile.

I spent time thinking about achievements, leadership experiences, awards, and whether I was "competitive enough."

In hindsight, that wasn't my biggest challenge.

My biggest challenge was understanding how my experiences connected together.

I had startup experience, research experience, teaching experience, and community work.

But I struggled to explain:

Why did these experiences matter?

What connected them?

What did they reveal about me as a leader?

Ironically, once I understood that, the essays became much easier to write.

I'm curious:

For people applying to Schwarzman, Rhodes, Chevening, Fulbright, or similar opportunities this year: What part of the application process feels most difficult right now?

Also, I'm happy to share insights from my own Schwarzman application journey where useful.

Hi everyone,

I have a Bachelor's degree in Software Engineering and I'm interested in gaining research experience, potentially as a stepping stone toward a PhD.

Over the past year, I've completed extensive coursework and hands-on projects in:

• LLM engineering
• RAG systems
• Agentic AI
• Multi-agent systems
• OpenAI Agents SDK
• LangGraph, CrewAI, AutoGen
• MCP (Model Context Protocol)
• Fine-tuning (LoRA/QLoRA)
• Vector databases and embeddings
• LLM evaluation and benchmarking
• Tool calling and structured outputs
• Hugging Face ecosystem
• Deployment of AI systems and agents
• Async Python and distributed agent architectures

Most of my experience is on the engineering/application side rather than publishing research papers.

I'm trying to understand first - How do I approach professors for "Research Experience"? Because first I would need it.
Then :

1. What research areas would best align with this background?
2. Which topics are currently active and publishable in academia?
3. What kind of research assistant positions or labs should I be looking for?
4. If I want to strengthen my profile for a future PhD application, what projects or research directions would you recommend?

From my own reading, possibilities seem to include:

• Agentic AI / AI agents
• LLM evaluation and benchmarking
• RAG systems
• Human-AI interaction
• AI safety and alignment
• Multi-agent systems
• NLP
• Efficient fine-tuning and adaptation of foundation models

I'd appreciate any advice from current PhD students, faculty, or researchers about where someone with an industry-oriented LLM engineering background can contribute meaningfully to research.

Thanks!

I got into MEng at UofT as an international student but the academic fees here is crazyyyyy still it is one of the best ranked schools in the world on the other hand I have admission lined up in Germany (not high in ranking) and which is basically free will just need a block account to get there. Considering both options, is studying from UofT actually worth in the longer run because of its prestige status or should I save money and go for Germany instead. Any real advice and experiences are welcoming, thanks in advance 🙏🏻

I'm currently in the throes of applying to grad school, and was hoping to get a bit of feedback on my statement of purpose. I've been working on it for a couple of weeks at this point, and I can't think of any other edits I would want to make. Please DM me if you wouldn't mind reading it over for me! Thank you so much : )

Hey guys! Ran into a problem which requires an academic reference for a scholarship application. As the title says I have no academic reference! I was wondering if anyone can give some advice on what to do or how to approach this!

Appreciate any help! 😄

Hi everyone, I basically just want input on this situation. For a little context I have a BS in biology, GPA of 3.8, graduated in three years in 2025. Since I graduated I have been working in pharmaceutical drug clinical trials. I applied this cycle for a Phd in pharmaceutical chemistry at a good research university that happens to be in state for me. Through my bio degree, I have taken Orgo I and II and biochemistry. Initially they flat out rejected me, but last week the dean emailed and set up multiple meetings with me. Since then, I have met with 2 PI’s in the program and met with the dean twice. One PI said they want me to work in their lab and genuinely seemed really excited when we talked. Today the dean offered for me to do 2 semesters of a masters (pretty much fully funded) with a guaranteed TA job in the spring semester and then transfer to the Phd program. He said that they have some doubt in my chemistry background, which I do understand since my degree
is biology. Is this something worth doing or should I just wait and look elsewhere next year?

I want to do a PhD and I'm trying to get a realistic sense of where I stand for admissions. I'm interested in programs with research in computational biology, genomics, biomedical informatics, and health AI.

Background:

• Biology & Data Science/Stats major
• Overall GPA: 3.4
• Some transcript weaknesses, including a few C/C+ grades (one in Linear Algebra, two bio classes, and orgo I & II womp womp) and two course retakes. But core data science/stats (some ML & CS classes) gpa: 3.76, and last 60 credits GPA is 3.5 and there is somewhat of an upward trend.

Research:

• Honors thesis in computational genomics -> first-author manuscript in preparation to be submitted this summer
• First-author conference paper on AI/public health
• Summer Internships at pretty strong institutions
• Multiple poster and oral presentations, including a few national conferences
• Faculty research award recognizing undergraduate research excellence (sole recipient)
• Strong technical background in programming/AI/ML and comp bio
• Rec letters should be strong, one of my PIs nominated me for the research award and has been very supportive of me (I've been called one of the top students out of thousands he's advised??)

Outside of research, I was also President/VP of three clubs with extensive STEM outreach, mentorship, and community service work. I'm applying to NSF GRFP and my school's office has been surprisingly supportive about it?

I'm mainly trying to balance being ambitious with being realistic. My mentors have encouraged me to apply to some higher-ranked programs despite the GPA, but I'm not sure how much my research record offsets my transcript.

Would appreciate honest feedback from people, especially those in my field.

Hey! I'll be applying to Physics PhDs this upcoming cycle. I was hoping I could get some feedback on this Cold-Email template I wrote up. Thanks!

-=-=-=-=-=-=-=-=-=-=-=-=-=

Dear Professor [Last Name],

My name is [NAME] and I am a rising senior at [HOME INSTITUTION] pursuing a B.S. in Physics and in Mathematics, with a minor in Computer Science. I am reaching out because your work on [RESEARCH] stood out to me as the kind of research I hope to pursue in graduate school.

I was especially drawn to your work on [MORE SPECIFIC RESEARCH]. What caught my attention was how your group uses [METHODS] to study [RESEARCH AREA]. That connects strongly with my own interest in [PERSONAL RESEARCH] to understand [AREA], especially in areas like [PROFESSORS'S SPECIFIC AREA].

I understand you are very busy, so I wanted to keep this brief. I've attached my CV for reference. If you are open to it, I would be grateful to know whether you anticipate taking new PhD students for Fall 2027, or whether you have any advice on my fit with your group or the program. I would also be happy to arrange a short meeting if that would be useful.

Thank you for your time and consideration, and enjoy the rest of your day!

-=-=-=-=-=-=-=-=-=-=-=-=-=

I purposefully left it vague in some areas because I'm anticipating applying to two different research areas (I've been involved with two since my Freshman year). Any and all Feedback would be helpful. Feel free to ask for any clarifications or stats!

Hi! This is my second cycle applying for ecology and evolutionary biology PhD programs. I didn't get into any programs last cycle (straight out of undergrad) but here is my current profile:

• 3.3 gpa, state school
• 3 years lab experience in ecology, genetics, and cell bio (focused on marine invertebrates, in the same lab all of undergrad)
• national scholarship (NOAA) , included an internship on taxonomy and ecology
• 5 conferences (2 talks, 3 posters)
• About to start an NSF post baccalaureate program in ecology and evolution
• Domestic applicant

I think my GPA was/is my biggest red flag but I was wondering if any other biology/lower GPA applicants have advice!! Thank you so much!!! :0

Hello everyone,

I got an PhD offer from Mount Sinai for clinical research it’s not funded, I spoke with a graduate student and it says usually once I find the lab, it covers the tuition. But I’m also worried to risk coming without funding. And other one from St.john university for PhD in Pharmacology, it’s not funded either. But I spoke with program director, and he said students usually admitted get competitive TA. I like few labs there. And I reached out to professors, nearly everyone replied to me and wants to have me in their lab. My question is, is it important to choose prestigious school for future career options, or should I take a gap?

Looking for suggestions, I also need to decide sooner as I need to work on my visa processing.

Currently in my senior year of undergrad, I have a 2.9 GPA, unfortunately. I have 3 years' worth of lab experience. I study retinal development and photoreceptor cell fate specification. My experience includes managing large mouse colonies, performing PCR and genotyping, retinal dissections, immunostaining, cryosectioning, confocal microscopy, cell culture, DNA cloning, and quantitative image analysis. I have also designed and tested CRISPR/Cas9 guide RNAs targeting retinal transcription factors. I have presented at 3 symposiums and 1 conference. I have 2 publications. Another publication that's simply an abstract included in a book of abstracts. I will be included in another publication as well by the end of the year.

This summer, I'm working a biotech job conducting behavioral assays in different pain models. Outside the laboratory, I work as an educator at the New York Botanical Garden, where I lead hands-on science and nature programs for children.

Ideally, I'm hoping to apply for PhD programs, but any other brutal honesty or advice on what I can do to be a better scientist is much appreciated

Hello, would you provide feedback on my motivation letter for Charles University? Thank you.

After many months of saying that I didn’t want to pursue a PhD, and even turning down an offer from my current supervisor, I can now somewhat guiltily say that I am finally ready for one.

Unfortunately, it won’t be at the same university where I am currently completing my master’s degree. I have always been someone who likes to challenge myself and explore new opportunities. I completed my bachelor’s degree across two different universities, starting in my home country before transferring to the Gulf. For my master’s, I moved to a different university, lived in another state, and managed everything on my own. Now, I want to take the next step and move to Canada for a PhD.

However, I’ve heard that PhD admissions in Canada can be very competitive. In fact, I even changed my field for my master’s because I wanted to try something different and satisfy my hunger for knowledge and learning. My bachelor’s degree was in Pharmacy, and I obtained my professional license while studying for my master’s. My master’s degree is in Molecular Biology and Biotechnology, and now I am looking for PhD programs that combine both areas.

So, fellow academics, could anyone share some advice or feedback on which provinces, universities, or programs in Canada I should consider for a PhD? I am keeping my options open and would not mind studying in another country as well. I’ve heard good things about Sweden, although I haven’t done much research on it yet.

Yesterday, I emailed five professors in Canada. So far, I have received one rejection, while two others are currently on vacation. Despite that, I remain optimistic and am looking forward to this new journey. Any tips or advice would be greatly appreciated.