Active2026-Present

AI Reliability Platform for LLM Evaluation

Built a full-stack system to monitor and control LLM generation at the token level, with adaptive instability detection and real-time intervention.

PythonMLOpsLLMControl Systems+1

Active2026-Present

Drift-Aware Fraud Detection — ML Lifecycle & Model Governance

Built an end-to-end ML system that detects data drift, evaluates model degradation, and governs retraining decisions.

FastAPIscikit-learnNext.jsMLOps+2

Completed2025

Conservative Auto-Regeneration Policy for AI-Generated Financial Narratives

Production validation system for AI-generated outputs in financial services — threshold optimisation, conservative AND escalation policy, priority-scored human review queue, and audit-grade provenance.

PythonNLPFinTechML+1

Completed2025

Indian Desi Multilingual LLM — Training Pipeline

End-to-end multilingual LLM training pipeline targeting Hindi/English code-switching. Dataset curation, LoRA fine-tuning, inference evaluation, and deployment packaging across 6 Kaggle notebooks.

PythonLLMNLPLoRA+2

Completed2021

Song Recommender System

ML-based workout song recommender using BPM and VADER sentiment analysis. Co-authored research with K-Means clustering on Billboard Top 100 to match songs to exercise intensity.

PythonMLNLPSentiment Analysis+2

Active2020-Present

Kaggle Portfolio

Notebooks Expert rank #2,441 / 59,663 — personal best #707. 34 notebooks, 11 datasets, 3 models, 1 competition entry. 10 bronze medals across ML, DL, NLP, Computer Vision, and regression.

Data ScienceMLDeep LearningNLP+1

Completed2021

Headlines Text Generation using LSTM

Predicted and generated new headlines using NLP and LSTM networks.

PythonNLPLSTMDeep Learning+1

Completed2021

Trigger Word Detection

Speech recognition system that detects the trigger word 'activate' using NLP and plays a chime sound upon detection.

PythonNLPSpeech RecognitionDeep Learning

Completed2020

Face Recognition System

Built a face recognition system using OpenCV in Python — detects faces, eyes, smiles, and identifies individuals with confidence scores.

PythonOpenCVComputer VisionDeep Learning

Completed2020

Estadísticos — Stock Prediction & Classification

Predicted Tesla stock prices using ML algorithms with descriptive, prescriptive, and predictive analysis. Also applied classification algorithms to PIMA India Diabetes dataset.

PythonMLClassificationTime Series+1