About
I have experience in working in software developement as well as data science projects in the past. I have good grasp over python, data science libraries and web development technologies.
Software Engineer
- Github: github.com/adiatgit
- Phone: +1-607-232-2887
- City: Binghamton, New York, USA
- Degree: Master of Science
- Email: sawwalakhea@gmail.com
Skills
While working on multiple project in the past in software engineering and data science domain, I have accuquired following skillset, with the mentioned level of expertise.
Resume
Summary
Aditya Sawwalakhe
- +1-607-232-2887
- sawwalakhea@gmail.com
Education
Master of Science in Computer Science
2019 - 2021
State University of New York at Binghamton, New York
Currently pursuing master degree in Computer Science, completed the courses like Design Patterns, Data Mining, Software Engineering and Design & Analysis of Algorithms.
Bachelor of Technology in Computer Science and Engineering
2014 - 2018
Shri Guru Gobind Singhji Institute of Engineering and Technology, Nanded, MH, India
Completed the Bachelors and taken courses like Distrubuted Systems, Interactive Python Programming, Advance Database Management Systems, Artifical Neural Network, Machine Learning and Discreate Mathematics.
Academic Projects
Twitter Streaming Data Analysis
January 2021 - February 2021
State University of New York at Binghamton
- Built pipeline to process real-time stream data using Spark and MongoDB from Twitter API
- Performed transformation on real-time data for certain Twitter hashtags and reflect changes on dashboard
Payment Prediction System
March 2020
State University of New York at Binghamton
- Built the payment prediction system to predict defaulters based on the demographics of the individuals from the UC Irvine dataset and generated analysis on the dataset
- Used ensemble methods, along with algorithms like Support Vector Machine, Neural Network, Random forest, k-means clustering, AdaBoost to evaluate the machine learning models and identifying features
Australian Wildfire Visualization
February 2020
State University of New York at Binghamton
- Created the Visualization for Australian Wildfire using python libraries like Folium and Geopandas
- Used dataset provided by NASA FIRMS MODIS and VIIRS Fire to visualize the fire from the space
BU Food Sharing App
April 2020 - May 2020
State University of New York at Binghamton
- Web application for Binghamton University to share the extra food left after any event. Anyone who wants to share the food can login as event manager and post about the location and menu available, registered users will get notification over BU email.
Simple Five Stage Pipeline
November 2019
State University of New York at Binghamton
- A simple five stage pipeline emulator as a part of Computer Architecture course (CS520) to run the test cases of different instructions sets
Competitions
Smart India Hackathon
April 2018
Finalist at Smart India Hackathon at Indian Space Research Organization 2018 (ISRO), worked on problem statement which improves the efficiency of conventional GPS
TCS Codevita
September 2017
Selected for TCS coding competition (CodeVita) and ranked 2nd from institute and in top 5% across the globe
Leadership Experience
M'Trix
August 2015 - May 2018
Shri Guru Gobind Singhji Institute of Engineering and Technology, Nanded, MH, India
Served as Main Coordinator of M’Trix (An Official Ethical Hacking and Programming Club of SGGSIE&T, Nanded), conducted sessions on programming, ethical hacking with live demos for more than 300 freshmen
Professional Experience
Software Engineer
August 2020 - May 2021
Innovation Associates, Johnson City, New York
- Working on creating data analytics dashboards for business intelligence tool which tracks robots failures in different warehouses to help reduce downtime of the system
- Working on developing software architecture specification document which includes database synchronization mechanisms, security architectures and performance improvement techniques for cloud infrastructure
Software Development Intern
June 2019 - August 2019
ProsumerGrid Inc, Atlanta, Georgia
- Worked on migrating software simulation code (> 100K SLOC) from python 2.7 to 3.7 to incorporate advancements in the newer version and making code more efficient
- Produced documentation for migration to help the core team speed up the process and make improvements in the codebase
Graduate Student Assistant
September 2019 - August 2020
State University of New York at Binghamton
- Worked on collecting a large dataset of online reviews using web scrapping which is used for publishing multiple research papers
- Used NLP techniques and statistical methods to measure variables for deriving helpfulness of online reviews which are in semi structured or unstructured format
- Created GitHub.com's schema using the Entity-Relationship diagram and collected dataset using GitHub API v3
- My other responsibilities for this position include grading assignments, helping the professor for building micro applications for the course
Machine Learning Research Intern
February 2018 - August 2018
Techprimelab Software Pvt. Ltd, Pune, India
- Created machine learning models using python as well as Azure-ML studio to categorize unstructured and semi-structured text data according to the client’s business logic
- Built data pipeline by consuming the REST APIs as well as collecting data using web scrapping and performed different preprocessing techniques in data mining before feeding data to machine learning models
- Applied different information retrieval algorithms and Natural Language Processing techniques on a large set of resumes and job descriptions
- Worked on proof of concept for processing video feed and extracting information using RCN, FCN, and YOLO
- Designed and significantly optimized coding components in an Agile Development environment by performing root cause analysis (RCA) and utilizing a test-driven development approach
Cofounder and Software Engineer
August 2016 - April 2017
FeedMyTummy, Nanded, MH, India
- Developed website for our food delivery start-up using PHP Laravel MVC framework which was used by more than 400 customers to place around 600 orders
- Served as cofounder and used marketing techniques to increase the customer base and revenue as well as helped building and executing business model for FeedMyTummy
Software Developer
August 2015 - May 2018
CurlyBraces.in, Nanded, MH, India
- Created a micro-project named HackYourExams based on PHP for maintaining previous year question papers which helps students to excel in exams
Project Intern
Sept 2016 - Dec 2016
National Informatics Center, India
- An intuitive by Inspector of General and National Informatics Center aimed to decrease farmers suicide resulted from poor farming techniques
- Pinpointed the location of farmers having good farming techniques according to real-time data received from the State Agricultural Department, Maharashtra, India
Summer Intern
Sept 2016 - Dec 2016
Shri Guru Gobind Singhji Institute of Engineering and Technology, Nanded, MH, India
- Developed Management Information System using Moodle Learning Management System which track students’ academic data