Neha Tabassum
Mobile: -
Email:-To create individual worth that will add tremendous value to any global corporate through
professional skills and constantly keep moving up the value chain as dedicated team player
who can bring to your organization excellent skills like analytical, planning, organizing, time
management and communication.
EDUCATION
Master of Technology (Computer Science & Engineering)
Aliah University, Kolkata, INDIA - (CGPA: 8.69)
Bachelor of Technology (Computer Science & Engineering)
Aliah University, Kolkata, INDIA - (CGPA: 7.28)
Central Board of Secondary Education (XII -Science) – (Post Matriculation)
Saifee Hall S G J Public School, Kolkata, INDIA – (72.0%)
Central Board of Secondary Education (X) – (Pre-Matriculation)
Saifee Hall S G J Public School, Kolkata, INDIA – (62.7%)
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ACADEMIC PROJECT
B-Tech Project:- Feature Set Optimization using Genetic Algorithm
For this purpose I have extracted some features from the images (Arabic Words). Now to get
efficient results I have used genetic algorithm for the purpose of feature selection (features
which are most efficient in giving the best results of classification). SVM classifier is used
for the classification purposes
M-Tech Project:- Study on Language Identification
For this purpose, I collected 30 Sample (15 M & 15 F) and they were asked to utter numerals
from 0 - 9 in 3 Different languages 10 times each. Data was recorded in Stereo Mode at a bit
rate of 1411 kbps and was stored in .wave uncompressed format. Repeating the process we
generated a total of 12000 Words. We Analysed the data on MATLAB & further used
WEKA (Machine Learning Tool) for the purpose of classification and then we used MLP,
Random Forest, SMO & many other base classifiers using back propagation method with a
learning rate of 0.3, a momentum of 0.2 & 1500 iteration with 15 neuron in the hidden layer
was used. Using k-fold for the accuracy, we took 3,5,7,10 fold in each classifier & the result
vary which classifier gives the best & most accurate results.
Result:- Random Forest(k-fold 7 -99.7778% Accuracy)
DEVELOPMENT TOOLS
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HOBBIES
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C
Oracle
SQL
Weka
Reading Web Blogs.
Reading Books.
Cooking.
Listening Music.
LANGUAGES KNOWN
SOFT SKILLS
• Team Leader.
• Responsible.
• Flexible and Tolerant to Different
Situations.
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English - Proficient
Hindi - Proficient
Urdu - Proficient
Bengali - Average
PERSONAL DETAILS
PC SKILLS
• Father’s Name
• Mother’s Name
Bano
• Date of Birth
• Category
• Sex
• MS Office
• E-mail applications
• Internet and E-mail applications
: Nayaz Ahmed
: Late Shamshad
: 30th June,1994
: General
: Female
WORK EXPERIENCE (October,2017 – February,2019)
Entrepreneur - Founder of Daneha Fashions
Worked as a Seller of Imported Beauty Products, Health Products & Imitation Jewellery at
leading MNC e-commerce marketplace (Amazon, Flipkart & Paytm).
DECLARATION
I hereby declare that the details furnished above are true and correct to the best of my
knowledge and belief and I undertake to inform you of any changes therein, immediately.
NEHA TABASSUM
DATE:- / /20