Project Data

MANISHA SAHU

**/***/* **** ** godown, shanti nagar, Patancheru

Hyderabad, Telangana

Mobile: 799-***-****, Email: **************@*****.***

Career Objective

I am an aspiring data scientist with strong math skills and predictive modelling, and data mining algorithms to solve challenging business problems. Involved in python open source community and passionate about artificial intelligence and looking forward to secure a challenging position where I can effectively contribute my skills, and innovative ideas to gain knowledge in the work oriented environment.

Education

●Bachelor of Technology JNTU -Hyderabad

2015-2019 Sri Sai Jyothi Engineering College

●Senior Secondary School Sri Chaitanya Junior College,

2013-2015 Hyderabad

●Secondary School Certificate St. Josephs High School,

2012-2013 Hyderabad

Technical Skills

●Programming Language : Basics of C, SQL and Python

●AI algorithms: Machine Learning, Deep Learning and NLP

Personal Project

HDFC BANK CUSTOMER PREDICTION

●Predict how each applicant is a frequent customer or non-customer of a bank. For this project I Have explored in details and found correlation with some of the features listed in the given data-set, used Random Forest Information gain concept also to rank the importance of features. Here I have used different Machine Learning Algorithms Random Forest, SVM and performed the Tuning to get the best performing model. I have found finally Random Forest model was the best performing model for this usecase. I have implemented the project using Sklearn Python tools.

Big Little Innovations

●In this project, I have explored the Data-set, per-processed and derived important attributes that are impacting on a current price using bi variate analysis and Built a classification model using Decision tree, Random forest algorithms on Bike price data-set to predict current price of a bike by given attributes.

Recommended Engine

●In this project, I worked on the Movie Lens data-set and built a model to recommend movies to the end users based on user-user similarity and item-item similarity

Sentiment Analysis (NLP)

●In this project, I have created an Intelligent System to detect Reaction of a person by giving a message

Object detection

●I used pre trained model to detect objects or personal faces and I have done a project to detect my friends face.

Technical Projects

Project Name: Online aviation schema

Duration: 1 month

Environment: .Net

Academic Project

Project Name: Online vehicle registration system (SRVO)

Duration: 1 month

Environment: PHP

Soft Skills

●Quick Learner

●Adaptability and Time Management

●Self-Learning and Team Work

Languages

●English

●Odiya

●Hindi

●Telugu

Interests and Hobbies

●Listening to Music

●Cooking

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