Shikha Lakra

Hi, I'm Shikha Lakra.

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Self-driven, quick starter, passionate programmer with a curious mind who loves solving a very complex, very challenging real-world problems.

About

Hey there,I am a undergraduate student in Computer Science and Engineering at Indian Institute of Information and Technology Kalyani. willingness to learn and master Software Development, Backend Development. I am adept in Python, SQL, Machine Learning,Deep Learning,Django, Computer Vision.

Looking for an opportunity to work in a challenging position combining my skills in Software Engineering, which provides professional development, interesting experiences and personal growth.

Experience

Exposys Data Labs

Data Science Intern

Responsible for creating customer segmentation using K-means Clustering.
It is now used to view user engagement metrics such as the identifying the potential customer for selling the product.
Tools:Matplotlib,Numpy,Seaborn,pandas.

September 2020 - October 2020 | (remote), India

Projects

                
Gender Classifier
                   A Classifier based on Convolutional Neural Netork.
                
AccomplishmentsTools: Python, Pytorch, Matplotlib, numpy, pandas
Incorporated Convolution Neural Networks (CNN) for extracting image features and Long Short Term
                    Memory for extracting question
                    embeddings
It is a classifier which diffrentiate between men anf women
Tested the model on the Kaggle dataset, abstract scenes images, and got 71% overall accuracy on the
                    VQA evaluation metric.

Indoor Positioning
                  To locate people or objects in indoor environment.

AccomplishmentsTools: Python, Shell script, Matplotlib, Numpy
Fingerprinting and trilateration techiques are used.
RSSI based positioning.
It is used to locate people in indoor environment.
Wifi is used to detect people.

AI Chatbot
                   An AI based chatbot
                 
AccomplishmentsTools:Python, Pandas, Tensorflow, sqlite3, Json.
Implemented using Neural Machine Translation (seq2seq).
 Scratch data from Reddit
Deep Learning based Chatbot.

Digit Identification
                  It indentifies digits from Images.
                
AccomplishmentsTools: Python, Matplotlib, Pandas,Numpy
From images it identifies the digit .
Implemented using Neural Network.
MNIST data tested with accuracy 78%. 

Game Of Nim
                  AI based game on java.
                 
AccomplishmentsTools:Java, Netbeans.
Game is developed in netbeans.
 Play the game against AI.

catch_me_if_you_can
                  Python based Game.

Accomplishments It is a game made by using PyGame
Intresting game needs to dodge blocks.

Blog web-app
                  A simple and extensible blog web-app based on Django.
                
AccomplishmentsTools: HTML, CSS, Bootstrap, Django,sqlite3, Python
Users can view posts and contact the admin via Contact Page.
Admin can Add, Delete, Update posts.