After your SOP, the Letter of Recommendation (LOR) is the second most important document in your application. A strong LOR can elevate a borderline application; a weak one can sink an otherwise strong profile. This guide tells you exactly how to get the best LORs.
Get Application Guidance — 0% Commission| Recommender Type | When to Use | Strength |
|---|---|---|
| Research Supervisor / Project Guide | For research-intensive MS or PhD programs | Very Strong — can speak to research ability |
| Professor (who taught you a core subject) | For coursework-based MS programs | Strong — academic performance validation |
| Manager / Senior (from internship/job) | For MBA or professional MS programs | Strong — professional skills validation |
| HOD / Dean (generic) | Only if above options unavailable | Weak — too general, lacks specificity |
Specificity: Great LORs cite specific examples — "Rahul designed and implemented an ML pipeline that reduced inference time by 40% in our lab's research project." Generic praise ("He is a hardworking and dedicated student") adds no value.
Context: The recommender should explain their relationship to you, how long they've known you, and in what capacity — this gives credibility to their assessment.
Comparison: The most powerful LORs rank you among peers: "In 15 years of teaching, she is among the top 3 students I have supervised." This gives admissions committees a clear benchmark.
Forward-looking: Strong LORs conclude with why you are ready for the specific program and what you will contribute to it.
It is standard practice globally (and accepted in India) to write a draft LOR for your recommender's review. This is not dishonest — it helps the recommender articulate their thoughts and saves their time. Provide them with: your CV, SOP draft, the specific examples you want highlighted, and the university's LOR submission portal link.
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