Akshat Rai Laddha

Student at NIT Warangal, Data Science Enthusiast.Figuring out,taking one step at a time

NIT Warangal,Telangana

LinkedInX
ARL

About

Hey!!. A Quick intro. Myself Akshat , student at NIT Warangal, Batch of 2024 ,pursuing undergrad in Electrical Engineering with keen interest to build carrer in Analytics domain.Having work experience in corporate giants like Carelon Global Solutions and startups like Zevo.ai.Apart from this,love to read and write blogs, playing badminton and take up club/assosiations responsibilities.

Work Experience

Zevo.ai
Remote

Aug,23 - Dec,23

ML Developer Intern

Researched thoroughly for possible LLMs (codeLlama, codeBERT, etc.) solutions for the company’s use case. Understood data pipeline formation in Vertex AI, and performed fine-tuning practices with the codeBERT model. Worked in cross-functional team and assisted in development practices with Dev Team day-to-day tasks.Tools Used: Vertex AI|Atlassian JIRA Software|Visual Studio|Git version control.

Carelon Global Solutions LLP
On-site(Bangalore)

May,23 - July,23

ML Developer Intern

Developed analytics tool to assist developers, testers, and BA to arrest and identify defect-prone areas.Implemented Transfer Learning to find contextualized keywords, and categorized 85-90% of defects.Extracted live defect data from DB using SQL Server, built pipeline and published PowerBI dashboard using API.Enhanced defect management efficiency, reduced the number of defects by 5%, with a 10% increment every year.Tools Used: Spyder | SQL Server Management | JIRA | MS Excel | PowerBI API | Azure

Wizlearnr International Pvt. Ltd.
Remote

April,'22 - June,'22

Prototype Developer Intern

Developed a prototype using no-code tool bubble.io for an early age Ed-Tech startup focusing on the holistic life skills of children.Researched Tech feasibility and analyzed market trends and size for the Ed-tech domain using Excel.Reached out to potential customers to understand business needs and frame solutions for better services.Tools Used: Bubble.io | Google Analytics | Canva | MS Excel | PowerPoint Presentation

Education

National Institute of Technology,Warangal,Telangana

2020 - Present('24 Batch)
Pursuing Bachelor's Degree in Electrical and Electronics engineering

Skills

Python
SQL
Machine Learning
Deep learning
Tensorflow
Pytorch
LLMs
Computer Vision

Projects

Test Formatter Using OpenCV OCR API

Project is submission to Tri_NIT Hackathon 2024 focuses on formation of online computer based test(CBT) when given pdf,image files of questions as input.Installed live timer,public test,test analytics features in project. Live demo and documentation available in Github repo

NextJS
TailwindCSS
OCR API
OpenCV

Relational NER

Extracting named entites and establishing relationship btw those entities in text corpus

NLP
Python
LLMs
Spacy Transformers
Streamlit

Spam Classifier

Implemented classification algorithms to predict if the input message is spam or not.Achieved precision score of 100% and accuracy of 97%

Python
NLP
Machine Learning
TFiDF Transformer

Zomato Restaurants Data Analysis

Performed Data Analysis to retrive insights from clutered dataset on kaggle.Implemented feature engineering, Exploratory data analysis. Recieved Silver medal with 35 upvotes.

Matplotlib
Seaborn
Pandas
Numpy
Plotly

Stock Market Prediction Using Sentiment Analysis

Stock market movement prediction using news headlines using Random Forest algorithm. Achieved 85% accuracy on test results. Recieved Bronze medal on kaggle platform

Python and it's libraries
Machine Learning
RandomForest