Python
Karan Shishoo
Data Scientist
Bangalore,Karnataka
Summary
Data Scientist skilled in using relevant data processing and exploration packages of both Python and Java to set up data processing pipelines. Also skilled in creating, optimizing and validating various models for regression and classification tasks. Advanced understanding of statistical, algebraic and other analytical techniques. Highly organized, motivated and diligent. Proficient in a variety of fields backed by experience and quick to learn and adapt to new technologies.
Overview
7
7
years of professional experience
2
2
Certificates
Work History
Data Scientist 1
Delhivery
Gurugram, Haryana
03.2024 - Current
- Worked with fine-tuning various small and mid sized LLMs for logistical applications
Designed and implemented an automated data preprocessing pipeline to clean existing address entities for downstream tasks
Setup visualizations of complex data to evaluate feasibility of possible future projects
Evaluated and adapted new and experimental LLMS for inhouse tasks
Data Scientist
GridMatrix
New York
06.2022 - 08.2022
- Designed and implemented an automated workflow that cleaned data obtained from live streams of traffic cameras using python scripts in tandem with a snowflake database
- Improved and streamlined existing Snowflake queries to reduce execution time and pipelined the results of the queries to a SiSense dashboard for visualization
- Evaluated an experimental Carto integration to display live traffic data on interactive street maps using SnowPark plugins and highlighted possible areas of congestion.
Innovation Team member
Tyfone
Bangalore
09.2019 - 07.2021
- Designed a data pipeline and integrated it into a preexisting AWS framework to set up an initial data lake
- Designed a host of minor scripts to streamline common queries from the AWS S3 setup
- Worked on developing and maintaining further data pipelines along with the data lake and used AWS solutions to model expected transactions to identify and highlight dubious transactions.
Junior Data Scientist
CrowdAnalytix
Bangalore
07.2018 - 09.2019
- Created NLP based models using Spacy, Rasa and Regex to classify products and extract features for companies like Walmart and BestBuy from plain text descriptions
- Created a web-scrapper script alongside NLP based classification to identify offensive products for large stores to manage stock and abide by regulation.
Software Developer
Esaver-Technologies
Bangalore
01.2018 - 07.2018
- Developed and designed an Android application from scratch to sync with and control a host of IoT home devices to manage a smart-home suite
- Worked with experimental features to integrate basic voice control to the android application and assisted with integrating the smart home suite with Amazon Alexa
Education
Master of Science - Data Science
Rochester Institute of Technology
Rochester, New York, USA 07.2021 - 2023.05
Bachelor of Science - Computer Engineering
Rose-Hulman Institute of Technology
07.2013 - 2017.05
High School Diploma -
The International School Bangalore (TISB)
Bangalore, India 06.2011 - 2013.05
Skills
Evolutionary Algorithmsundefined
Certification
“Data Science Specialization” John Hopkins University - Coursera
Leadership Experience
Data Science Club (RIT), Founding member, Acted as a treasurer for both years in attendance., Provided guidance and assistance with coursework for juniors as a part of club responsibilities., Created supplementary presentations, demonstrations, and recordings to aid future students.
Projects
Programmed an adaptive Neural Network framework from scratch in Java that can be used to design and train regular Neural Networks as well as RNN’s and CNN’s Developed a functional version of the game “Load Runner” in Java using no external libraries Created a maze solver script that created solutions using Dijkstra’s algorithm.
Software
Java
MatLab
R
Maple
Timeline
Data Scientist 1
Delhivery
03.2024 - Current
Data Scientist
GridMatrix
06.2022 - 08.2022
Master of Science - Data Science
Rochester Institute of Technology
07.2021 - 2023.05
"Machine learning" Stanford - Coursera
11-2019
Innovation Team member
Tyfone
09.2019 - 07.2021
“Data Science Specialization” John Hopkins University - Coursera
08-2019
Junior Data Scientist
CrowdAnalytix
07.2018 - 09.2019
Software Developer
Esaver-Technologies
01.2018 - 07.2018
Bachelor of Science - Computer Engineering
Rose-Hulman Institute of Technology
07.2013 - 2017.05
High School Diploma -
The International School Bangalore (TISB)
06.2011 - 2013.05
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