Project Archive.

A comprehensive technical log of every architectural experiment, data pipeline, and digital artifact built at the intersection of AI and engineering.

In Development
ML RESEARCH / CV

Mitigating Laterality Bias in Diffusion model

A chirality-aware training pipeline that recalibrates laterality representation with mathematical precision by addressing inherent left-right dataset imbalances.

90%Pass Threshold
1.6K+Samples
LoRA+Architecture

Symmetrical 1:1 parity dataset with 1.6k+ diverse anatomical actions.

Template-first captioning pipeline to remove VLM-induced laterality bias.

PYTORCHFLUX.1 [DEV]LORAPYTHON
MLOPS / EVALUATION

AI Observability Platform

A comprehensive platform for monitoring LLM behavior, tracking model drift, and evaluating prompt effectiveness in production environments.

50+METRICS
Real-timeALERTS
EnterpriseSCALE

Real-time hallucination detection

Automated regression testing

Custom evaluation dashboards

ReactFastAPIPostgreSQLPrometheus
AI / DATABASE

Natural Query Interface

Democratized enterprise data access by building a natural language–to–SQL agent using Python, Streamlit, and PostgreSQL to deliver governed, audit-ready, secure data access.

GovernancePOLICY
ComplianceAUDIT
IntegrityDATA

Local Text-to-SQL Engine

Enterprise Governance Hub

Cryptographic System Audit

PythonStreamlitLlama 3 (Ollama)PostgreSQLpandas
AI / RAG ENGINE

Maha Maya

An ultra-low latency RAG engine designed for high-concurrency data retrieval and cross-lingual semantic search across complex enterprise datasets.

<50msLATENCY
HighACCURACY
EnterpriseSCALE

Ultra-Low Latency Inference

Cross-Lingual Semantic Search

High-Concurrency Architecture

ReactPythonVector DBRAGPostgreSQL