Standing Rank
Rank Not Available
Developer Badges
Badges Pending
Skills & Technologies
27 skillsWork Experience
AI/Data Science Evaluation Engineer
Xlairs
- Created 50+ data science problems involving statistical analysis, time-series forecasting, and ML workflows.
- Validated 100+ LLM solutions using rubrics, ensuring correctness of correlations, distributions, and predictions.
- Identified failure patterns such as feature engineering, aggregation, improving evaluationaccuracy by 30%.
- Built reproducible evaluation pipelines in Python and Google Colab, incorporating data preprocessing, statistical validation, and automated checks, improving validationefficiency by 25%.
LLM Engineer (Contract)
Turing
- Authored 500+ multi-turn datasets for Supervised Fine-Tuning (SFT) of tool-augmented LLMs, modeling real-world interactions and multi-step reasoning.
- Implemented JSON based function calling workflows for tool chaining across APIs, improving task execution accuracy.
- Applied RLHF techniques to enhance model alignment, reducing hallucinations and improving tool selection.
- Evaluated model outputs and identified failure cases such as prompt injection, incorrect tool usage, achieving a98%+ approval rate.
Projects
File Sharing Application
- Developed a full stack MERN application enabling users to securely upload, share, and download files.
- Optimized backend queries, reducing file upload time and network bandwidth usage.
- Secured a 99.9% file upload success rateby implementing error handling and retries during file transfers.
Satellite Vision
- Engineered a Deep Learning model using TensorFlow to analyze satellite images for pollution.
- Achieved 88% accuracy in detecting pollution patterns, aiding early intervention and prevention strategies.
- Analyzed 30,000+ Amazon rainforest satellite datasets, optimizing ResNet50 for scalability and robustness.
- Implemented rigorous validation techniques using 20% of train/test datato ensure model generalization.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
Oracle Analytics Cloud (OAC) Certification
Oracle Analytics Cloud (OAC) Certification - Oracle University
LeetCode 100+ Days Coding Streak
Achieved 100+ days coding streak in 2024, awarded to only 4.2% of users.
About Details
Professional Bio
AI/Data Science Evaluation Engineer with expertise in LLMs, machine learning, and full-stack development. Experienced in building evaluation pipelines, fine-tuning datasets, and optimizing deep learning models.
Bachelor of Technology in Electronics and Instrumentation Engineering
National Institute of Technology, Rourkela (2021 - 2025)