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Facebook Project
Employee Recruitment System in Python
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ABOUT
Passionate Data Scientist pursuing a Master's degree in Data Science with expertise in advanced data analysis, machine learning, and software development.
Proficient in Python (Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch) and SQL, with hands-on experience in designing predictive models and scalable data pipelines.
Skilled in machine learning (supervised, unsupervised, deep learning, NLP, time series), statistical analysis, and data visualization using Tableau, Power BI, and Matplotlib.
Experienced in cloud platforms (AWS, Azure, Google Cloud) for deploying machine learning models and scalable solutions.
Knowledgeable in data engineering (ETL pipelines, big data tools like Spark and Hadoop) and DevOps tools like Docker and Kubernetes for model deployment.
Highly motivated and collaborative, with a proven ability to deliver impactful, data-driven solutions to solve real-world problems.
PROJECTS
Diabetes Prediction Using ML
Built a complete end-to-end pipeline to predict diabetes based on health attributes like BMI, HbA1c level, blood glucose levels, and smoking history.
Accomplishments
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Designed an interactive Streamlit app for visualization and real-time classification of patient data
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Utilized advanced machine learning techniques with an emphasis on feature engineering and dimensionality reduction.
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Logged and tracked experiments using MLFlow/DagsHub, and containerized the solution for scalable deployment
Heart Attack Prediction Using ML
Developed a predictive model to assess the likelihood of heart attacks using health and demographic data from a large dataset
Accomplishments
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Developed a predictive model to assess the likelihood of heart attacks using health and demographic data from a large dataset.
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Utilized advanced statistical techniques and machine learning algorithms to analyze factors like general health, physical activity, smoking status, and BMI.
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Achieved high accuracy and F1 scores in predicting heart attack risk, with insights derived from patient history, lifestyle, and medical records.
Chatbot using Dialogflow
A user-friendly chatbot for food ordering and tracking using Dialogflow, FastAPI, and GitHub, emphasizing adaptability and collaboration.
Accomplishments
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Integrated a user-friendly frontend with the chatbot, enabling menu exploration, ordering, and order tracking within one interface.
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Proactively addressed challenges, ensured adaptability, and committed to ongoing project enhancements despite limitations, delivering a user-centric experience.
Road Accidents Dashboard
This project aims to analyze road accidents based on factors like weather, road surfaces, location, vehicle type, and casualties.
Accomplishments
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Extracted, cleaned, analyzed the data, and built an interactive dashboard for easy visualization.
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The insights gained will aid in accident prevention and improving road safety.
EasyChat Website
EasyChat is a website where users can create rooms and chat with anyone with the link.
Accomplishments
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EasyChat website is a place where user come here and create temporary rooms and can chat. Easy and safe to use.
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I have used HTML, CSS, JavaScript, and PHP for the backend to make the portfolio website.
Portfolio Website
My portfolio is a collection and reflection of my experiences to get a clearer picture of my growth.
Accomplishments
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The purpose of my portfolio is to track my learning and developments.
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I have used HTML, CSS, and JavaScript to make the portfolio website.
Play Store Analysis
Analysis and Visualization of applications in Google Play Store.
Accomplishments
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I have made this project using Microsoft excel.
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Datasource: From online datasets.
Facebook Clone
A challenge to clone a professional website's styling and functionality.
Accomplishments
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Used HTML, CSS and JavaScript for building this clone.
Music Player
Attractive music player interface and songs loaded in it.
Accomplishments
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Used HTML, CSS and JavaScript for building this music player
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Already few songs loaded in it. I have used local storage for these songs.
Corona Live Update
Project on total number of Corona Virus cases globally.
Accomplishments
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Used API for live statistics of Corona Virus cases internationally and also used MapBox to visualize the map.
Todo checklist
Can create any number of tasks and having impressive interface design.
Accomplishments
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Used HTML, CSS and JavaScript for making this checklist.
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We can write any number of tasks into the list and local storage is not used.
Employee Recruitment System
Python project, made by using Tkinter package.
Accomplishments
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Used Tkinter module for creating GUI.
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I have connected backend to SQL database for storage
SKILLS
Languages
Python
C++
R programming
Matlab
Java
HTML
CSS
JavaScript
Backend
GraphDB
MySQL
MongoDB
PHP
Node Js
Tools
Streamlit
Docker
DagsHub
Apache Spark
Apache Kafka
SPSS
Tableau
Power BI
Cloud
Google Cloud
AWS
Snowflake
Databricks
EXPERIENCE / EDUCATION
Education
UNIVERSITY AT BUFFALO
Student
Master of Science (MS)
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Pursuing Masters in Data Science at State University of Newyork at Buffalo
Experience
SHADOWFAX
Lead - Data Analytics
Worked on Cost, Productivity and Performance Optimization.
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Attained a remarkable 98% accuracy in cleaning the entire employee database, a first in the company's 9-year history.
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Leveraged analytical insights to optimize manpower allocation in the East region, boosting productivity by 60%.
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Delivered actionable insights by conducting in-depth hub performance analysis, enhancing efficiency across key operations
Experience
FRUGAL TESTING
Software Engineer Intern
Worked for ONELERN and NPCI Projects.
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Built and implemented automation frameworks for 4 diverse projects, significantly reducing manual testing and increasing efficiency by 30%.
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Played a key role in developing the Central Bank Digital Currency (CBDC) product in collaboration with NPCI, successfully delivering and publishing it globally.
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Enhanced testing processes and optimized methodologies through data analysis, actively contributing to cross-functional teams for continuous improvement.
Education
COURSERA
Student
Summmer Training on: "Modern BigData analysis with SQL"
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Completed all weeks, of course, scoring 100% in all assessments.
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Learned how to use frameworks like Hadoop System and worked on Hive and Impala.
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Queried some Big Data to analyse some real-life questions.
Education
LOVELY PROFESSIONAL UNIVERSITY
Student
Bachelors' of Technology (B.Tech)
- Engineering Major- Computer Science and Engineering
- Specialization - Data Science
AWARDS/ CERTIFICATIONS
Data Analytics Essentials by Cisco
Certificate of Completion | Oct 2023
- I have been certified by Microsoft and LinkedIn Learning for completing the course.
Python and SQL for Data Science
Certificate of Excellence | Sep 2023
- I have been certified by Scaler Academy for completing the course.
Career Essentials in Data Analysis by Microsoft and LinkedIn Learning
Certificate of Completion | June 2023
- I have been certified by Microsoft and LinkedIn Learning for completing the course.
Top 50 SQL By Leetcode
Earned SQL badge | June 2023
- I earned a badge for solving top 50 SQL interview problems.
Advanced SQL Certificate by HackerRank
Certificate of Appreciation | April 2023
- I have earned the certificate for clearing the advanced SQL assessment organised by HackerRank.
MongoDB M001
Certificate of Completion | April 2022
- I have been certified by MongoDB University for completion of the M001 Mongo DB course.
GFG DSA self paced course
Certificate of Completion | December 2021
- I have been certified by GFG for DSA Self paced course completion.
Codechef Snackdown 2021
Certificate of Appreciation | December 2021
- SnackDown is India's global programming event that invites coders from all over the world.
- I had qualified for the qualification and Round-1A rounds.
JUMPSTART FINALE CONTESTANT
Certificate of Appreciation | August 2021
- I was part of an exclusive group of 150+ students from all over the country. I earned my entry through the Hackathon conducted by Publicis Sapient.
MODERN BIG DATA ANALYSIS WITH SQL
Certificate of Appreciation | July 2021
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I have completed all three courses in this specialization.
- Course 1: Foundations for Big Data Analysis with SQL
- Course 2: Analyzing Big Data with SQL
- Course 3: Managing Big Data in Clusters and Cloud Storage
CRASH COURSE ON PYTHON
Course Certificate by GOOGLE | May 2021
- Had hands-on experience with programming concepts through interactive exercises and real-world examples.
BEST #TOP 63 WORLD RANK IN HACKEREARTH PROGRAMMING
Achievement | May 2021
- After three months of consistent coding, I was ranked as the top 63rd coder in the world.
PROBLEM SOLVING CERTIFICATE BY HACKERRANK
Certificate of Appreciation | October 2020
- I have earned by clearing the problem solving assessment organised by HackerRank.
CONTACT
Shashank Mankala
shashankmankala.5@gmail.com
Hyderabad, Telangana, India
Contact no. +9170xxxxxxxx
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