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Kritika11052005/README.md

👤 Executive Profile

Terminal Card

🔬 Scientific Research & Publications

🌿 1. TaxaMoE: Taxa-Conditional Mixture of Experts for Multi-Taxa Passive Acoustic Monitoring

Venue: CLEF 2026 Working Notes (CEUR-WS Proceedings) — BirdCLEF+ 2026

  • Key Architectural Contribution: Proposed a novel Mixture of Experts paradigm incorporating CrossTaxaContrastiveAdapter paired with probabilistic taxa-conditioned routing over Perch v2 embeddings across 5 biological taxa (234 species) in the Pantanal Wetlands.
  • Benchmark Results: Achieved 0.94512 Public ROC-AUC and 0.93957 Private ROC-AUC (Rank 1558 / 4,091 global solo competitive standing).

 

🔗 2. Blockchain in Public Distribution System

Venue: ICT4SD 2025 (Chapter 34, ISBN: 978-3-032-06665-7)

  • Key Architectural Contribution: Designed a consortium Hyperledger Fabric blockchain coupled with AI-driven biometric/beneficiary verification for tamper-proof, transparent grain supply-chain allocation.

⚡ Flagship Projects & Intelligent Systems

Project Core Architecture & Innovation Stack & Impact
NEXUS
Adversarial Multi-Agent Swarm		 Autonomous 7-agent intelligence swarm (planners, researchers, critics, validators, reconcilers) executing distributed adversarial synthesis with real-time SSE streaming. LangGraph FastAPI Gemini Next.js 15 Redis
⏱️ <3 min complete multi-perspective reports with sliding-window rate limiting.
RayWise
AI Solar Rooftop & Satellite CV		 Satellite computer vision platform for automated rooftop segmentation paired with solar irradiance models for clean energy ROI forecasting. Next.js 15 TypeScript Convex Clerk Gemini API Three.js
☀️ 92% segmentation accuracy with 3D solar rendering.
WildEcho
TaxaMoE Multi-Taxa Bioacoustics		 Multi-taxa bioacoustic classification architecture processing 234 species across 5 biological taxa with probabilistic gating over Perch v2 embeddings. PyTorch MoE Perch v2 FastAPI ONNX Runtime
🌿 Accepted at CLEF 2026 (0.93957 ROC-AUC).
UCRIS
Credit Risk Intelligent System		 Hybrid tree-neural stacking model with SHAP explainability for default prediction on 30,000+ banking portfolios. PyTorch XGBoost SHAP FastAPI NeonDB
📈 0.9996 AUC with regulatory compliance reporting.
CellTrace APM
EV Battery Health & Provenance		 Gemini 2.5 Flash diagnostic agent with 3 Scikit-learn predictive models (SOH, RUL, knee-point) anchored to Polygon blockchain for immutable battery provenance. FastAPI Scikit-learn Polygon Blockchain Solidity Next.js
🔋 Real-time telemetry visualizer & failure-risk scoring.
ColdChain
Automated B2B Lead Enrichment		 Autonomous B2B lead enrichment and personalized outreach automation engine with live WebSocket streaming. FastAPI Python WebSockets Turso / libSQL Next.js
⚡ High-throughput automated pipeline.
LeaseGuard
AI Contract Review & Risk Auditor		 Automated SLA parameter extraction and contract audit engine running RAG-guided risk assessments and counter-offer negotiation strategies. Next.js 15 FastAPI LangChain ChromaDB NeonDB
🎯 50+ contract variables audited at 95% precision.

💼 Work Experience & Industry Training

WalletConnect  ·  Junior AI Engineer

Aug 2026 – Present | Remote

  • Building and deploying AI agents and AI-driven features to automate and enhance internal workplace tooling at WalletConnect, improving team efficiency.

Stack: AI Agents AI Engineering Tooling Automation Python TypeScript

AariyaTech Corp Private Limited  ·  Software (MERN Stack / Next.js) Intern

Dec 2025 – Mar 2026 | Remote

  • Developed Job Search Optimizer (JSO), an AI platform serving 500+ job seekers with an 85% resume improvement rate.
  • Built scalable full-stack features using Next.js, React, Node.js, Supabase, and Docker for ATS optimization with 300+ job opportunities.
  • Engineered admin dashboard, SEO optimizations, and Success Story feature; integrated Google, GitHub, Bitbucket & LinkedIn OAuth and user notification system.

Stack: Next.js React Node.js Supabase Docker OAuth

Infosys Springboard  ·  Artificial Intelligence Virtual Intern

Dec 2025 – Mar 2026 | Remote

  • Developed an AI/LLM Car Lease Contract Review web app using Google Gemini for SLA extraction and contract analysis.
  • Built full-stack application with Next.js/React frontend and FastAPI backend, processing 50+ contract parameters with 95% accuracy, backed by NeonDB (PostgreSQL) via Prisma ORM.
  • Integrated NHTSA API for VIN lookup and Marketplace API for real-time market price estimation; implemented RAG pipeline with LangChain and ChromaDB for context-aware lease negotiation chatbot.

Stack: Google Gemini FastAPI LangChain ChromaDB NeonDB Prisma Next.js

Edunet Foundation  ·  Artificial Intelligence Intern (Microsoft Initiative)

Apr 2025 – May 2025 | Remote

  • Completed 4-week intensive training on AI/ML algorithms, Generative AI, and NLP using Microsoft Copilot and Azure AI.

Stack: Azure AI Microsoft Copilot Generative AI NLP Machine Learning

🛠️ Technical Arsenal & Skills Matrix

💻 Languages  
🧠 Machine Learning  
🧬 Deep Learning
🌐 Frameworks & Libraries  
🗄️ Databases  
☁️ Cloud & DevOps  
⚡ Platforms & Services  
🛠️ Tools & Technologies  

🏆 Honors, Competitions & Key Distinctions



AI for Good Hackathon
India Consolation Prize for Nivaasika with Snowflake & CV

India AI Impact Buildathon
National Finalist (Score 72/100 among 40,000+ participants)

Hacktoberfest & GSSoC'25
6+ merged PRs across Dev-Elevate & GirlScript Summer of Code contributor

📊 GitHub Analytics & Engineering Velocity
Contribution Graph
3D Isometric Contributions

🐍 Contribution Activity Snake

GitHub contribution snake animation

📬 Let's Connect & Collaborate

Whether you want to discuss AI research, open-source projects, full-stack systems, or career opportunities:




LinkedIn   Kaggle   Hugging Face   LeetCode   Codeforces   Gmail



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  1. RayWise RayWise Public

    AI-powered tool to design optimal rooftop solar layouts, predict energy output, and estimate installation costs from satellite imagery.

    TypeScript 1

  2. UCRIS-Credit-Risk-Intelligence-System UCRIS-Credit-Risk-Intelligence-System Public

    Post-loan behavioral credit risk monitoring system using hybrid tree-neural stacking for simultaneous stress detection and escalation prediction with explainable AI.

    Jupyter Notebook 1

  3. ColdChain ColdChain Public

    Automate lookalike company discovery, decision-maker verification, and AI-personalized cold outreach in a cinematic dark-mode terminal UI.

    Python 1

  4. Nexus-Autonomous-Adversarial-Intelligence-Swarm-for-Deep-Market-Research. Nexus-Autonomous-Adversarial-Intelligence-Swarm-for-Deep-Market-Research. Public

    An autonomous multi-agent intelligence swarm built with Next.js, FastAPI, LangGraph, and Prisma. Orchestrates cooperative & adversarial Gemini 3.5 nodes (planners, researchers, critics, and validat…

    TypeScript 1

  5. WildEcho WildEcho Public

    Identify wildlife species from bioacoustic recordings using our novel TaxaMoE (Taxa-aware Mixture of Experts) architecture. Immersive wildlife monitoring in the Pantanal wetlands.

    Jupyter Notebook 1

  6. Confidence-Decoupling-Bench Confidence-Decoupling-Bench Public

    A metacognition benchmark measuring confidence-answer decoupling under adversarial pressure across 3 frontier models

    Jupyter Notebook 1