Karan Shrestha
Fremont,USA
Overview
5
5
years of professional experience
1
1
Certification
Work History
Senior Software Engineer
FreightMango
06.2023 - 12.2023
- Involved in Data Preprocessing Techniques, Data collection, Data Cleaning for making the data useful for creating Machine Learning models
- With Automated customer quotation document scanning, able to increase customer by 40%
- Working in Django Framework to expose APIs for AI/Ml usecase
Software Engineer
Data Nova India Pvt Ltd.
02.2019 - 06.2023
- Image Annotation,Text data cleaning, Text vectorization, Manipulation, and preprocessing
- And feature engineering, Data Visualization
- In-depth expertise with a rich repertoire of Regression, Classification, Clustering, and Dimensionality reduction algorithms
- Experience in creating Predictive models using algorithms like Kernel-KNN, Decision Trees, RandomForest, Gradient-Boosting, SVMs, XgBoost, etc
- Delivering pre-trained and fine-tuned neural networks model using Tensorflow for various internal projects within the company such as Object Detection and automated chatbots using NLP
- Collaborate with cross-functional teams to deploy machine learning solutions, continually enhancing stateof-the-art performance for various perception tasks, such as object detection.
Education
Masters - Computer Science
San Fransisco Bay University
California, Fremont05.2024
Bachelors - Computer Science Engineering
ITS Engineering College- India
01.2019
High-School/+2 -
Ashok Memorial Public School-India
01.2015
Skills
- Python
- SQL
- C#
- Tensorflow
- Pytorch
- Numpy
- NLTK
- Pandas
- Predictive Modelling
- Natural Language Processing
- Machine Learning
- Computer Vision
- Transformers
- MXNet
- Deep Learning
- Anomaly detection
- Scikit-learn
- CNN
- RNN
- LSTM
- Neural networks
- Basic AWS
- JavaScript
- REST API
- LLMs
- Keras
Websites
Certification
- Gold Badge(5 Star) for Python on HackerRank! Link->
- Data Scientist 1 year Master Professional Program. Link->
- Certificate of Training in MACHINE LEARNING Advance course. Link->
Availability
Fall 2024
Personal Information
Title: Senior Software Engineer (Data Science)
Projects
WEBSHOP-CUSTOMER REVIEWS SENTIMENTS, NLP, Naive bayes, Support Vector machine, TFIDF, SQL, Classifies the reviews of all the customers visited in Web-Shop and give the different sentiment analysis report. HAND DETECTION-Shredder Machine, Tensorflow object detection framework-SSDlite, Detect the hands of the workers working with the shredder machine and stops the machine if hands come near the machine to prevent the injury. WAFER SENSOR FAULT DETECTION, Python, SQL, Machine learning, RandomForest Classifier, Data Validation, Preprocessing, K Means++ Clustering, Classification, Hyperparameter tuning, Predict the quality of the wafer whether good or bad based on the different sensor values for each wafer. A wafer is a thin semiconductor used in various electronic devices. CONCRETE STRENGTH PREDICTION, Python, SQL, Machine learning, XGboost Regressor, Data Validation, Preprocessing, Clustering, Hyperparameter tuning, A regression model to predict the concrete compressive strength based on quantity of different components of mixtures and cement. FM QUOTATION REQUEST - OCR, Python, Natural Language Processing, Spacy, NER, Data cleaning, A fully automated OCR model which takes input as a pdf or doc files scans it and retrieve information regarding quotation of user for delivery and pick up details of requests and process it.
Timeline
Senior Software Engineer
FreightMango
06.2023 - 12.2023
Software Engineer
Data Nova India Pvt Ltd.
02.2019 - 06.2023
Masters - Computer Science
San Fransisco Bay University
Bachelors - Computer Science Engineering
ITS Engineering College- India
High-School/+2 -
Ashok Memorial Public School-India