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Facebook Project
Employee Recruitment System in Python
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ABOUT
I'm a passionate Data Scientist currently pursuing my Master's in Data Science at SUNY Buffalo, with a strong foundation in machine learning, data engineering, and cloud-based deployment. With hands-on experience as a Lead Data Analyst at Shadowfax and a Software Engineer Intern at Frugal Testing, I specialize in delivering scalable, data-driven solutions.
I bring expertise in:
- Predictive modeling and ML: Proficient in Python (Scikit-learn, TensorFlow, PyTorch), SQL, and tools like LightGBM, with projects spanning healthcare and financial domains.
- Cloud-native ML deployment: Skilled in using AWS, GCP, and Docker to deploy real-time data pipelines and Streamlit dashboards.
- Big Data & DevOps: Experienced with Apache Spark, Hadoop, and container orchestration using Kubernetes for scalable analytics.
- Visualization & Communication: Adept in Tableau, Power BI, and Looker Studio to translate complex findings into clear business insights.
With a 98% accuracy milestone in database cleaning and a 60% boost in regional productivity through manpower analytics, I aim to combine technical precision with impactful results.
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 Master's in Data Science
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Relevant Coursework:
Experience
SHADOWFAX
Lead - Data Analytics
Worked on Cost, Productivity and Performance Optimization.
- Achieved 98% accuracy in employee database cleaning — a first in company history.
- Boosted regional productivity by 60% via manpower allocation strategies backed by analytics.
- Delivered actionable insights through hub performance dashboards that improved operational efficiency.
Experience
FRUGAL TESTING
Software Engineer Intern
Worked for ONELERN and NPCI Projects.
- Built automation frameworks for 4 enterprise projects, reducing manual QA efforts by 30%.
- Collaborated with NPCI on the CBDC platform; contributed to deployment and global publication.
- Streamlined test pipelines using data analysis and performance monitoring tools.
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
- Completed with certification via Microsoft & LinkedIn Learning.
Python and SQL for Data Science
Certificate of Excellence | Sep 2023
- Earned certification in Python and SQL for Data Science through Scaler Academy.
Career Essentials in Data Analysis by Microsoft and LinkedIn Learning
Certificate of Completion | June 2023
- Completed the data analysis track with certification from Microsoft and LinkedIn.
Top 50 SQL By Leetcode
Earned SQL badge | June 2023
- Earned a badge for solving the top 50 SQL interview challenges on LeetCode.
Advanced SQL Certificate by HackerRank
Certificate of Appreciation | April 2023
- Cleared the Advanced SQL assessment and received HackerRank recognition.
MongoDB M001
Certificate of Completion | April 2022
- Completed the M001 course and received certification from MongoDB University.
GFG DSA self paced course
Certificate of Completion | December 2021
- Successfully completed and certified by GeeksforGeeks' for the DSA self-paced program.
Codechef Snackdown 2021
Certificate of Appreciation | December 2021
- Qualified for the CodeChef SnackDown Round-1A in a global programming event.
JUMPSTART FINALE CONTESTANT
Certificate of Appreciation | August 2021
- Finalist among 150+ students in a national hackathon by Publicis Sapient.
MODERN BIG DATA ANALYSIS WITH SQL
Certificate of Appreciation | July 2021
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Completed a 3-course specialization in Big Data SQL with hands-on projects.
- 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
- Gained hands-on experience in Python programming via Google's interactive course.
BEST #TOP 63 WORLD RANK IN HACKEREARTH PROGRAMMING
Achievement | May 2021
- Ranked in the top 63 worldwide on HackerEarth after 3 months of consistent coding.
PROBLEM SOLVING CERTIFICATE BY HACKERRANK
Certificate of Appreciation | October 2020
- Earned HackerRank’s certification by completing the problem-solving challenge.
CONTACT
Shashank Mankala
shashankmankala.5@gmail.com
New York, United States
Contact no. +17165471045
Hire Shashank
