Akshita Pachauri
Peoria,IL
Summary
A highly passionate Computer Science Graduate professional, who enjoys solving complex problems through coding and an analytical mindset. Detail oriented and enthusiastic with proven skills of being a fast learner in a fast paced environment. Has a professional work experience of 4+ years as a software engineer.
Overview
5
5
years of professional experience
Work History
Software Engineer Intern
CAMP Systems
05.2022 - 08.2022
- Saved about 50 thousand dollars/year by developing atransformer-based deep learning model (90.13% accuracy) to perform binary classification of pages using LayoutLM as pre-trained model
- Used Python with Django to develop application. Deployed the ML model through REST API
- Developed & successfully tested the model performance, along with training & the predictor script
- Developed an Optical Character Recognition Based Classification Model as an alternate solution
- Performed .pdf to image conversion, extracted word from images, worked extensively with Tesseract & pyTesseract, & built a demo app using StreamLit (Python framework) to present the solution.
Research Assistant
UMASS
01.2022 - 05.2022
- DARPA project : Worked on Deep Learning techniques like Graph Neural Networks in Python using libraries like pandas, Numpy, Pytorch, Pytorch-Geometric for improving the throughput of wireless networks under heavy network loads, adversarial environments, and heterogeneous networks
- Implemented GNNs on each node to identify, in a privacy-preserving manner. The state of wireless network such that each node could identify traffic patterns in their network & reconfigure their transmission parameters for improving throughput.
Graduate Researcher
UMASS
09.2021 - 05.2022
- Machine Translation :
- Developed a 'plain text to SQL’ conversion model which would convert sentences written in natural language (English) to SQL prompts, therefore eliminating the need to code
- Ran these models on Google Cloud Platform, SSH
- Developed the model using transfer learning with checkpoints of Google’s T5 (T5-base,T5-large, T5-small, T5-3b) models
- Evaluated the model using Bleu score, exact match, accuracy & component matching in Python Also worked with high computation models like Transformer based Seq2Seq model for machine translation between English & German using Python based libraries like transformer, Pytorch
- Machine Learning -Deep Learning Algorithms / Frameworks:
- Conducted research to understand what factors cause the SARS-Cov2 virus to have a more severe effect on someone, leading to death
- Developed a Machine Learning Covid-19 Mortality Rate prediction model in Python (92% accuracy), based on researched factors. REST-enabled my ML model with Django REST-APIs
- Developed a Facial expression recognition machine learning model using AlexNet, VGG-16 & CNN
- Worked extensively on Linear Regression, Logistic Regression, Naïve Bayes Classifier, SVM, Multi-Layer perceptron, Random Forest, and Decision Trees. Implemented the models in Python.
Cloud Integration Architect
Bayer Crop Science
09.2020 - 02.2021
- Developed integration scripts for data transformation using Groovy/Mapping. Expertise in configuring sender and receiver adapters - REST, SAP SuccessFactor, SOAP Web services
- Developed End-To-End implementation design, build and testing of SAP HCI/PI Integration interfaces
- Handled large-scale data extraction, data cleaning, data processing (Python, Groovy, Mapping)
- Developed CPI flows to integrate with SuccessFactors and Employee Central modules
- Implemented SAFe Agile Framework in devp. phase & performed unit testing for various projects
- Lead a team and allocated & supervised the completion of the tasks within the defined deadlines. Took the collective responsibility and maintained a positive work environment through good teamwork
- Established & curated strategic partnerships, provided technical expertise to dev & support teams.
Application Development Analyst
Accenture Ltd
04.2020 - 09.2020
- Worked as a cloud Platform Integration Consultant creating and building end-to-end implementation of SuccessFactors Odatav2 Integration project
- Performed teasing & troubleshooting problems during the hyper-care phase
Senior Systems Engineer
Infosys Ltd
10.2017 - 04.2020
- Developed end-to-end SAP HCI/PI/PO Integrations for data synchronization between hybrid systems (Cloud to On premise, Cloud to Cloud Integrations Tested the APIs using POSTMAN
- Performed acceptance testing for “go live” projects and provided “go live” support to the client
- Creating synchronous and asynchronous scenarios and end-to-end iflows using Groovy/Mapping. SAP PO - Defining and designing iFlows and designing interfaces using connectors like FTP, SFTP, JDBC etc
- Used SQL/Pl-SQL for creating outbound and inbound interfaces to process transactions
- Single-handedly spearheaded the whole project. Single point of contact to the client from integration perspective.
Education
Master of Science - Computer Science
University of Massachusetts - Lowell
Lowell, MA05.2023
Bachelor of Science - Computer Science and Engineering
Rajasthan Technical University
India05.2017
Skills
- Experienced in Python, C (OOPs) Good Knowledge in STL concepts of C
- Have extensively worked with various Python libraries like Pandas, Numpy, PyTorch, Keras, TensorFlow
- Used OS including Windows, Linux, MacOS for python based development (software development, new feature development) and testing for various application/algorithms Experienced in Shell scripting
- Experience in Machine Learning (ML), Natural Language Processing (NLP) Created applications using Django frameworks in Linux based OS REST-enabled ML models with Django REST-APIs
- Experienced in large scale data integration and migration using adapters like REST, SOAP
- Experienced in creating REST API in Python using Django framework
- Strong problem solving and software debugging skills
- Working knowledge of security best practices and SDLC
- Experience with Agile development, Jenkins, and continuous integration processes and applications
- OS: Windows, Linux, Mac
- Languages/Frameworks: Python, C, SQL, Pl/Sql, Haskell, Groovy, Django
- Others: Snowflake, GitHub, Google Cloud Platform, SSH, Google Colab, POSTMAN, Visual Studio
- Code, Jupyter Notebook, Anaconda, HuggingFace, Eclipse IDE, Android Studio, Jira, Confluence
Timeline
Software Engineer Intern
CAMP Systems
05.2022 - 08.2022
Research Assistant
UMASS
01.2022 - 05.2022
Graduate Researcher
UMASS
09.2021 - 05.2022
Cloud Integration Architect
Bayer Crop Science
09.2020 - 02.2021
Application Development Analyst
Accenture Ltd
04.2020 - 09.2020
Senior Systems Engineer
Infosys Ltd
10.2017 - 04.2020
Master of Science - Computer Science
University of Massachusetts - Lowell
Bachelor of Science - Computer Science and Engineering
Rajasthan Technical University
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