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Work Experience
Data Scientist
Naukr.AI
Jan 2025 - Jan 2026
- Automated legacy MMM & integrating SAM Agent workflows for diverse Retail, Media & Banking clients, reducing insight cycles from 45 days to 1 week (85% efficiency gain)
- Integrated SAM agent workflows into Clustering & Anomaly Detection pipelines, automating complex feature extraction
- Led deep-dive analysis on Retail & Banking datasets to build scalable E2E pipelines and optimize model performance
MMMSAM AgentsClusteringAnomaly DetectionPythonFeature Extraction
1
Data Scientist
Naukr.AI
1
2
Machine Learning Engineer
Outlier.ai
Machine Learning Engineer
Outlier.ai
Oct 2024 - Jan 2025
- Optimized multimodal LLM performance through controlled error analysis and prompt design
- Designed strategic prompts for multimodal LLM error induction, applying mathematical frameworks to identify weaknesses
- Programmed Python solutions with XGBoost and BERT techniques to enhance model robustness across parameters
- Measured 35% performance gains in truthfulness, clarity, and instruction-following dimensions of LLM outputs
Multimodal LLMsPrompt DesignPythonXGBoostBERTModel Robustness
2
Research Consultant
WorldQuant LLC
Apr 2024 - Aug 2024
- Ranked 23rd globally in IQC 2024 on the WorldQuant Brain platform, validating strategic model efficacy
- Developed and implemented 15+ quantitative models using Python, achieving a 20% ROI and simulating 1000+ models
- Utilized libraries like NumPy, Pandas, and statistical tools for data analysis, outperforming traditional fixed deposits by 14%
PythonQuantitative ModelingNumPyPandasStatistical AnalysisFinancial ModelingWorldQuant Brain
3
Research Consultant
WorldQuant LLC
3
Education
Bachelor of Technology in Computer Science
Vellore Institute of Technology
Specialization
AI & ML
Apr 2020 - Aug 2024•Vellore, India
Specialized in Artificial Intelligence and Machine Learning with a focus on deep learning, computer vision, and natural language processing. Developed strong foundations in data structures, algorithms, and software development methodologies.
Relevant Coursework
Data Structures & AlgorithmsMachine LearningDeep LearningNLPComputer VisionProbability & StatisticsStochastic CalculusLinear AlgebraReinforcement LearningNeural NetworksBig Data AnalyticsTime Series AnalysisOptimization Methods