FINE-TUNED MODEL INFERENCE EXAMPLES
================================================================================

Model: unsloth/mistral-7b-instruct-v0.3-bnb-4bit
Dataset: millat/indian_university_guidance_for_bangladeshi_students
Generated: 2026-01-24T10:58:26.979056

================================================================================

QUESTION 1:
I have a GPA of 3.8 out of 5.0 in my HSC from Bangladesh. What scholarship can I get at Sharda University?

RESPONSE:
With a GCA (General Certificate of Education) Advanced Level result of GPA 4.2/5, you are eligible for a 20% tuition fee scholarship on specific programs at Shareda University. The exclusions from the 50% scholarship include Pharmacy, M.Sc. Nursing, MPT, Medical M. Sc., BDS & MBBS. For other eligible programs not listed under 'Exclusions', your GPA qualifies you for the standard 25% scholarship available to Bangladeshi students with GPAs above 3/5. To retain this scholarship after first year, maintain 75% attendance and pass all exams without backlogs.

--------------------------------------------------------------------------------

QUESTION 2:
What are the scholarship eligibility criteria for Bangladeshi students at Sharda University?

RESPONSE:
To be eligible for a scholarship at Shadha University, you must have completed your previous qualification from a recognized education board in Bangladesh. The scholarship considers your aggregate percentage/GPA (Bangladesh GPA scale out of 5). Scholarships apply only to tuition fees and are awarded based on academic merit only; no other factors considered. You can continue receiving the scholarship each year provided you pass without any back paper/fail and maintain at least 75% attendance.

--------------------------------------------------------------------------------

QUESTION 3:
I have a B.Sc. in Engineering from Bangladesh. Is it equivalent to B.Tech in India?

RESPONSE:
Yes, your 4-year B. Sc. in engineering (Bangladeshi university CURRICULUM) is considered equivalent to an Indian B. Tech or B.E. degree. The key requirement for recognition in Bangladesh is that the Indian engineering program must be AICTE-approved.

--------------------------------------------------------------------------------

QUESTION 4:
Can I get lateral entry to B.Tech 2nd year with my Polytechnic Diploma from Bangladesh?

RESPONSE:
Yes, if you have a 4-year Polytechnical Diplomawith a CGPA of 3.5/4 or higher (approximately 87% and above), you are eligible for lateral admission into the second year of an engineering program at Sharda University. The diploma must be completed after SSC. Remember that all Indian degrees need AICTE approval for recognition in Bangladesh.

--------------------------------------------------------------------------------

QUESTION 5:
What programs does Galgotias University offer for Bangladeshi students?

RESPONSE:
Galgotias Universities offers a range of programs including B.Tech, BBA, MBA, BCA, MCA, B.Com, BJMC, MJMC and several specialized Masters & PhD courses across various schools such as the School of Computing Science, School of Computer Applications Technology, School Of Engineering, School OF Mechanical Transportation Logistics Aviation, Schoolof Business Management etc. They also have departments like The Department of Arts & Humanities, The Department Of Languages, The  Department Of Life Sciences, The Deaprtment Of Physical Education And Sports, The Departments of Basic Sciences, Environmental Studies, Forensic Science, Nutrition & Dietetics, and Clinical Research among others.

--------------------------------------------------------------------------------

QUESTION 6:
How do I apply to Galgotias University as a Bangladeshi student?

RESPONSE:
Galgotias Universities provides an international application portal. You should visit the 'International Application Portal' page for detailed information on how to apply and required documents, specifically looking for guidance tailored towards students from Bangladesh. Remember to check if they need official translations of documents in Hindi or English and comply with their specific deadlines. Keep track of your email and response times during the application process.

--------------------------------------------------------------------------------

QUESTION 7:
My HSC GPA is 4.5 out of 5. What is the equivalent percentage in Indian system?

RESPONSE:
Your HSC (Class 12) GPA 4/5 from Bangladesh is approximately equivalent to about 80%-90% or a CGPA of 8.0-9.0 out of a maximum 10 in India's university grading systems for undergraduate entry requirements.

--------------------------------------------------------------------------------

QUESTION 8:
How do I convert my Bangladeshi CGPA to Indian grading system for admission?

RESPONSE:
In Bangladesh, university CGPS are typically out of 4. In the Indian grad school admissions context (for MBA or similar), your CGPI out of (say) 3.0 would generally be assessed based on percentages rather than raw grades. A rough approximation is that a CGPR of 3/5 in Bangladesh might correspond to ~70-80%/CGPA 7-8/10 in India. For engineering degrees like B.Tech, AICTE approval ensures recognition; there isn't an established conversion for 'university CGAPs'. Your undergraduate CGDA out of usually 3 would roughly equate to GPA 3-4/5 or even higher depending on specific uni scale.

--------------------------------------------------------------------------------

QUESTION 9:
What are the requirements for MBBS admission in India for Bangladeshi students?

RESPONSE:
For MBBS admissions in India, you need to have completed Class 12 (HSC equivalent) with Physics, Chemistry and Biology from a recognized board. The aggregate percentage/GPA is crucial, but specific Indian university cut-offs may also apply. Recognition for medical degrees in India requires them to be NMC-approved and BMDC-recognized in Bangladesh upon return. It's important to note that Pharmacy, M.Sc. Nursing, MPT, Medical M.S., and BDS programs are excluded from scholarships at Sharda University. For all other eligible programs not on the exclusion list, a GPA of 3.0-5.4/5 grants a 20% scholarship, while a G PA of 5.5-6.0/5 provides a 50% tuition fee waiver if applicable to the program.

--------------------------------------------------------------------------------

QUESTION 10:
Will my MBBS degree from India be recognized by BMDC in Bangladesh?

RESPONSE:
For your MBBS or BDS degree from an Indian university to be recognized and valid for practice in Bangladesh, it must be NMC-approved (National Medical Commission) in India and subsequently recognized by the BMDCP (Bangladesh Medical and Dental Council). Ensure that the program is full-time and on campus. Recognition typically requires completion of specific regulatory requirements by both parties.

--------------------------------------------------------------------------------

QUESTION 11:
What documents do I need for FRRO registration in India as a Bangladeshi student?

RESPONSE:
You will need: original passport with visa, bonafide certificate from university/college, CPR certificate (compulsory pregnancy report if applicable), marriage certificate (if married), medical certificate (AIDS test result) and 4 photographs.

--------------------------------------------------------------------------------

QUESTION 12:
What is the process for student visa to study in India from Bangladesh?

RESPONSE:
The general steps are: 1) Apply and get admission to a program at an Indian university. 2) Once your CIB (Confirmation of Identity & Bank Verification) is complete, you'll receive a confirmation email with details about payment and e-FRRO registration. 3) Pay tuition fees online through SBI/NRE account or cash deposit at HDFC bank. 4) Register online on the FRRO website within 14 days after arrival. 5) Book appointment at nearest FRRO office for Biometrics enrollment. Take original documents along with six copies each of all supporting docs. Print out e-Registration slip. 6) Ensure that you have health insurance valid throughout tenure of stay in India.

--------------------------------------------------------------------------------

QUESTION 13:
Does Amity University accept Bangladeshi students for engineering programs?

RESPONSE:
Yes, Amity School of Engineering & Technology is one of the partner institutions for B.Tech admissions from India through Noida International University. For direct admission to the 2nd year of an Indian engineering program (equivalent to B.Sc. in Engineering in Bangladesh), you would typically need a strong academic record and possibly clear a qualifying test like JEE Mains/Advanced or CUET. The equivalence between your HSC marks and Indian university requirements will determine scholarship eligibility.

--------------------------------------------------------------------------------

QUESTION 14:
Which Indian universities are AICTE approved for engineering that accept Bangladeshi students?

RESPONSE:
Indian universities with engineering programs must be AICTEs (All India Council for Technical Education) approved for recognition in Bangladesh. Some examples of engineering disciplines include B.Tech, B.Sc. Engineering, and Diploma courses. Ensure the program you choose is full-time on campus for proper recognition.

--------------------------------------------------------------------------------

QUESTION 15:
What is the importance of NMC recognition for medical degrees in India?

RESPONSE:
For medical degrees from Indian universities to be recognized and allow you to practice medicine (like MBBS) back home, they must be approved by the National Medical Commission (NMC). This ensures quality control and standardization across all medical education providers. Only full-time, on-campus programs are typically eligible for regulated professions like medicine.

--------------------------------------------------------------------------------

