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Natural Language Processing

Decoding human linguistics through sequence models, deep text analytics, and advanced embedding architectures.

Project 01

The missing link between what your code does and why it was written.

Traceability

Decode Every
Why

An AI-driven engine that connects your Git history to Jira context, ensuring institutional knowledge never fades.

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Project 02

Extracting risk indicators and threat intelligence in real-time.

extension

Risk Intel
Extension

Extracting risk indicators and threat intelligence in real-time.

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Project 03

Where 100K messy addresses trained a CRF to think like a postal worker — in under 10ms.

> resolver.parse("plOt 12, road 45 sector-90 gurgaon 122001") 
{
  "house_number": "Plot 12",
  "street": "Road 45",
  "sector": "Sector 90",
  "city": "Gurgaon",
  "postcode": "122001",
  "latency": "< 10ms"
}

Address
ResolveR

High-speed CRF model resolving messy addresses under 10ms.

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Project 04

Real-time acoustic interception: Silence toxic content before it hits the airwaves.

Security Intercept Active

Beep-for-Abuse

A low-latency audio processing engine utilizing a Rolling Audio Buffer paired with Faster-Whisper and a 1D-CNN classifier to detect and mask abusive language in real-time streams with minimal perceptual delay.

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Project 05

Mathematically surfacing "spin" and news bias through side-by-side semantic alignment.

Intelligence Dashboard

Screendit

Turning hours of subjective media analysis into seconds of objective data by automatically aligning identical facts.

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Project 06

Upgrading flat sentiment into 27 actionable emotion triggers.

Deep Learning NLP

nuance-flow

A Deep Learning NLP pipeline that upgrades flat 'positive/negative' sentiment into 27 actionable emotion triggers, helping small businesses catch and resolve critical customer complaints in real-time.

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Project 07

Ingesting, filtering, and routing regional farmer queries in real-time.

Hybrid AI & Agriculture
> "will it rain tomorrow" ➔ WEATHER (98.5% confidence)

Agri-SMS Sentinel

A hybrid AI router that filters spam and automatically routes regional farmer queries to meteorological, mandi, and agronomy desks in real-time.

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Project 08

Real-time cognitive distortion detection & CBT reframing engine in sub-20ms latency.

DistilBERT & ONNX Runtime

Mindful Thought
Checker

A real-time CBT intelligence engine powered by fine-tuned DistilBERT and ONNX Runtime to detect cognitive distortions and guide clinical reframing.

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Project 09

Flagging emerging failure modes in unstructured repair logs in real-time.

0x8F :: 99.4% CLUSTER_01 DRIFT_VECTOR HDBSCAN_CORE
HDBSCAN & YAKE ML Pipeline
[SCANNING] STREAMING REPAIR LOGS... CLUSTERING... ALERT: FAILURE MODE SHIFT DETECTED

Drift Radar

A machine learning dashboard designed to process unstructured mechanic notes, clean industrial jargon, automatically cluster failure categories using HDBSCAN, and flag emerging data drift.

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Project 10

Medical handwriting OCR and multi-class ICD-9 classification pipeline.

Tesseract OCR & Machine Learning
[OCR SCAN] "pt presents with severe dyspnea, suspected cardiomegaly..."
428.0 Congestive Heart Failure
94.2%
518.81 Acute Respiratory Failure
82.5%

Dr. Scribble Scanner

An optimized clinical intelligence engine designed to transcribe handwritten medical notes via Tesseract OCR and run sparse multi-class classifiers to output top-5 likely ICD-9 diagnostic codes.

Tesseract OCR Engine ICD-9 Code Mapping Sparse Classifier
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Project 11

Graph-RAG & Semantic NLP Engine: Constructing talent networks and taxonomies.

Real Moon
Graph-RAG & Semantic Engine

Kynex AI

A high-performance semantic parsing engine that constructs co-occurrence skill graphs from CVs and filters professional fluff to map candidates against 75+ specialized industry domains using 100D GloVe vector space.

spaCy POS Gating NetworkX Graph Centrality 100D GloVe Vector Cosine Sim
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