About
Highly motivated Computer Science and Engineering student with a strong academic record (CGPA 9.18/10) and practical experience in AI/ML development. Proven ability to design and implement advanced models for fake news detection and churn prediction, and contribute to cutting-edge research in reinforcement learning and BERT model fine-tuning. Eager to apply deep learning, NLP, and full-stack development skills to solve complex challenges in a dynamic tech environment.
Work
Bengaluru, Karnataka, India
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Summary
Research Intern at Samsung R&D Institute Bangalore, specializing in advanced AI/ML model development and optimization for real-world applications.
Highlights
Engineered a Reinforcement Learning from Human Feedback (RLHF) Reward Model Training Machine, integrating deep learning and human guidance to fine-tune BERT models.
Collaborated effectively within a 6-member research team, contributing to the development of an AI model that achieved an 81% accuracy rate.
Designed and implemented robust data processing pipelines to support the training and evaluation of complex deep learning architectures.
Conducted iterative experimentation and model refinement, significantly enhancing the performance and reliability of the developed AI solutions.
Awards
Competitive Exam Achievements (CAT & NMAT)
Awarded By
Various Examination Bodies (CAT, NMAT)
Achieved a 97 percentile in the Common Admission Test (CAT), securing admission offers from IIM Sirmaur and IIM Bodh Gaya, and IIFT Kakinada, alongside interview calls from multiple IIMs. Additionally, scored 262/360 in the NMAT Exam, translating to a 99.8 percentile and a call-up for the CT-PI Process in Mumbai.
SRMJEE Merit Scholarship
Awarded By
SRM University
Awarded for exemplary performance in SRMJEE, achieving an All India Rank of 434 and a 100% tuition fee waiver at SRM University.
National Mathematics Talent Contest Finalist
Awarded By
AMTI (Association of Mathematics Teachers of India)
Recognized as a finalist in the National Mathematics Talent Contest (NMTC) by AMTI, ranking in the top 10% among over 1 lakh candidates in the preliminary round.
Skills
Programming Languages
Python, JavaScript, HTML, CSS.
Machine Learning & AI
Natural Language Processing (NLP), Deep Learning, Neural Networks, LSTM, Reinforcement Learning, BERT, Model Training, Model Evaluation, Hyperparameter Tuning, Explainable AI (SHAP values, Permutation Importance, Partial Dependence plots), Generative AI, Large Language Models, Churn Prediction, Survival Analysis (Kaplan-Meier, Log-rank, Cox-proportional hazard model).
Frameworks & Libraries
React, Jupyter Notebook, Matplotlib, Seaborn, Scikit-learn (implied), Selenium.
Web Development
HTML5, CSS3, JavaScript (ES6+), React.js, Responsive Design, Single-Page Applications (SPA), Optimized Routing.
Data Processing & Analysis
Tokenization, Stemming, Vectorization, Data Pipelines, Data Visualization.
Cloud Platforms
AWS Academy, Oracle Cloud Infrastructure (OCI).
Software Development Tools
Git, GitHub.
Soft Skills
Team Collaboration, Problem Solving, Research, Project Management, Analytical Thinking, Communication.