Chandni Shrikumar Nair
Software Engineer
Kochi,
Summary
Productive employee with proven track record of successful project management and producing quality outcomes through leadership and team motivation. Works with clients to determine requirements and provide excellent service.
Overview
5
5
years of professional experience
Work History
Software Engineer
Cloudium Software Pvt Ltd
03.2024 - Current
- Contributed to a healthcare-focused Java project utilizing PostgreSQL and Micronaut for backend development. Optimized code to reduce database query execution time by 35%, enhancing overall application performance.
- Collaborated closely with clients, product managers, and cross-functional teams to deliver high-quality solutions. Reduced vulnerabilities by 50% through rigorous code reviews and testing.
- Focused on developing scalable and efficient features while ensuring seamless integration with existing systems, resulting in improved user experience and operational efficiency.
Data Science Intern
Idatalytics Pvt Ltd
11.2023 - 02.2024
- Performed data cleaning and exploratory data analysis (EDA) on large datasets using NumPy, Pandas, and scikit-learn.
- Applied hyperparameter tuning to optimize model performance and improve prediction accuracy.
- Developed and implemented supervised and unsupervised machine learning algorithms for various predictive tasks.
- Utilized boosting techniques (e.g., XGBoost, LightGBM) to enhance model performance.
- Designed and deployed deep learning models using TensorFlow, PyTorch, and OpenCV for analysis.
- Worked with Natural Language Processing (NLP) techniques for text classification, sentiment analysis, and language modeling.
Intern
Federal Bank
06.2022 - 08.2022
- Developed a Credit Risk Management model for credit card fraud detection.
- Conducted data analysis and preprocessing using NumPy, Pandas, and scikit-learn to clean and prepare data.
- Built a Logistic Regression model for predicting credit risk and detecting fraudulent transactions.
- Trained the model on the dataset and evaluated its performance using the accuracy score to ensure reliable predictions.
Software Engineer
Wisilica Pvt Ltd
06.2020 - 12.2020
- Worked as a Software Engineer specializing in data analysis using Python to derive actionable insights from large datasets thereby improving data processing efficiency by 30%.
- Collaborated with cross-functional teams to implement data-driven solutions, enhancing software features and user experience.
Education
MBA - Business Analytics
Cochin University of Science And Technology
04.2001 -
Bachelor of Technology - Electronics And Communication
Govt Model Engineering College
04.2001 -
Skills
PostgreSQL
Python
Data Analytics
Power BI
Java
Machine Learning
Communication
Excel
Projects
- Handwritten digit recognition using Pytorch, Adam optimizer and MNIST dataset.
- Bangalore home price prediction using Kaggle dataset, processed data, performed outlier detection, used sklearn, linear regression model to predict home prices when location, sq ft, number of bedrooms and bathrooms are input and deployed using flask ,HTML, CSS, Javascript.
- Movie Recommendation System using NLP, deployed using Streamlit Community Cloud.
- Potato leaf disease classification as early blight or late blight with Kaggle dataset, tensor flow and matplotlib.
- Student query addressal for an Edu Tech startup using Google Palm API and hugging face embeddings that answers students’ queries.
Timeline
Software Engineer
Cloudium Software Pvt Ltd
03.2024 - Current
Data Science Intern
Idatalytics Pvt Ltd
11.2023 - 02.2024
Intern
Federal Bank
06.2022 - 08.2022
Software Engineer
Wisilica Pvt Ltd
06.2020 - 12.2020
MBA - Business Analytics
Cochin University of Science And Technology
04.2001 -
Bachelor of Technology - Electronics And Communication
Govt Model Engineering College
04.2001 -
Similar Profiles
Srikanth GudlaSrikanth Gudla
Principal Quality Assurance Engineer at Model N India Software Pvt Ltd / Revitas / iMANY Software Pvt Ltd.Principal Quality Assurance Engineer at Model N India Software Pvt Ltd / Revitas / iMANY Software Pvt Ltd.
Ankur AryaAnkur Arya
Senior Software Engineer at FranConnect India Software Pvt. Ltd, Franconnect India Software Pvt. LtdSenior Software Engineer at FranConnect India Software Pvt. Ltd, Franconnect India Software Pvt. Ltd
Bhargav KirneBhargav Kirne
Software Developer at Qvantel software solutions ltd & Nexus Software Limited & Melvault software solutions Pvt LtdSoftware Developer at Qvantel software solutions ltd & Nexus Software Limited & Melvault software solutions Pvt Ltd
ARNAB KUNDUARNAB KUNDU
Lead Software Engineer/Sr. Software Engineer at Lowes'sLead Software Engineer/Sr. Software Engineer at Lowes's
SEI WAI LAISEI WAI LAI
Software Engineer/Senior Software Engineer at GrabSoftware Engineer/Senior Software Engineer at Grab