Hello, I'm Kasi Viswanath

Problem: Traditional models operate as black boxes, lacking clear physiological reasoning.

Solution: Built a dual-inference pipeline combining classical ML with quantum-inspired modeling for transparency.

TECH: Python, Scikit-learn, PennyLane, SHAP, FastAPI

Problem: Satellite weather images show current clouds, but predicting future cloud movement precisely is complex and compute heavy.

Solution: Designed a spatio-temporal diffusion model pipeline to predict next cloud frames using multi-sequence satellite imagery and CNN inference accelerated on NPU.

TECH: Diffusion Models, CNN, Satellite Imagery, Python, NPU Acceleration, Computer Vision

Problem: Low temporal resolution of satellite imagery limits cloud-tracking fidelity.

Solution: AI-powered satellite temporal resolution enhancer interpolating frames down to 5-minute intervals.

TECH: PyTorch, RIFE, Optical Flow, FastAPI, React

Problem: Fraudulent banking APKs bypass signature-based detections easily.

Solution: GenAI-Powered fraudulent APK detection, static-dynamic risk scoring, and trojan malware investigation.

TECH: Kotlin, Jetpack Compose, FastAPI, Gemini AI, ADB

Problem: Mental health risks are usually detected only after visible symptoms, missing early intervention opportunities.

Solution: Built a pattern-analysis AI that evaluates responses to a dynamic 10-question behavioral set and predicts early mental stress indicators using ML classification.

TECH: NLP, ML Classification, Pattern Analysis, Python, Behavioral Data Modeling

Problem: High-accuracy models fail real-time constraints on edge devices.

Solution: Controlled pipeline measuring input resolution against latency, boosting FPS with minor accuracy loss.

TECH: YOLO, OpenCV, Python, Edge Benchmarking

Problem: Finding relevant jobs and manual tailoring of resumes is highly repetitive.

Solution: 24/7 autonomous recruiter agent searching jobs, grading fit, tailoring resumes, and auto-applying.

TECH: TypeScript, Node.js, Claude API, Playwright

Problem: Citizen issue reports are disconnected and difficult to compile for civic planning.

Solution: Multilingual citizen engagement platform aggregating voice/text/video reports using Gemini AI.

TECH: Kotlin, Jetpack Compose, FastAPI, PostgreSQL, Gemini AI

Problem: Human-AI collaboration lacks structured framework and decision tracking.

Solution: Experimental autonomous work operating system focused on decision quality and multi-agent synergy.

TECH: Python, Gemini API, Multi-Agent, Event-Driven

Problem: Carbon calculators only give static feedback, failing to motivate actionable reductions.

Solution: Local-first carbon intelligence platform optimizing CO₂ reduction with offline Gemini-coached tasks.

TECH: Kotlin, Jetpack Compose, Room DB, Gemini AI

Problem: Voters lack registration and document awareness in low-connectivity areas.

Solution: Fully offline AI election assistant chatbot with local 50+ FAQ database knowledge matching.

TECH: TypeScript, React, Offline Knowledge Base, i18n

Problem: Wildcard transitions caused high latency, 3D card layering blocked scrolls, and skills tags had mismatch errors.

Solution: Upgraded portfolio architecture, added 11 new projects, 4 certifications, and optimized animations for 60fps/120fps.

TECH: HTML5, CSS3, JavaScript, GSAP, View Transitions

Problem: Insufficient centralized visibility for hackathon progress and submissions.

Solution: Created a role-aware AWS-native monitoring platform for centralized tracking.

TECH: AWS Amplify, Lambda, API Gateway, DynamoDB

Problem: Manual timetable creation causes frequent scheduling conflicts.

Solution: Designed a constraint-based scheduling system handling rooms, faculty, and slots.

TECH: Python, Logic Algorithms

Problem: Teachers lack real-time insight into classroom engagement.

Solution: Built a privacy-aware analytics pipeline converting behavior signals into engagement metrics.

TECH: Python, OpenCV, Data Analytics, Visualization, Fast API

Problem: Late detection of Gestational Diabetes in low-resource clinics.

Solution: Built a lightweight ML screening model using clinical features for early-risk prediction.

TECH: Python, Scikit-learn, Pandas, ML Classification

Problem: Classical ML struggles with high-dimensional oncology data.

Solution: Compared Deep Learning with hybrid Quantum ML models to test feature separability.

TECH: Python, PyTorch, Qiskit, Neural Networks

Problem: Manual handling of event registrations and coordination for a tech fest.

Solution: Developed and deployed a centralized web platform for registrations and participant flow.

TECH: HTML, CSS, JavaScript, Vercel, Responsive UI

Problem: Manual resume shortlisting is slow and inconsistent.

Solution: Created an NLP pipeline using TF-IDF and cosine similarity for semantic ranking.

TECH: Python, NLP, Scikit-learn, TF-IDF, Streamlit

Problem: Gaming requires external controllers or hardware.

Solution: Built gesture-controlled games using real-time hand tracking via webcam.

TECH: Python, OpenCV, MediaPipe, Computer Vision

Problem: Hidden lifestyle indicators of stroke often go unnoticed.

Solution: Designed a high-recall predictive model prioritizing early risk detection.

TECH: Python, Scikit-learn, Data Preprocessing, ML Models

Problem: Interactive exploration of Solar X-ray Monitor (XSM) telemetry data was unavailable.

Solution: Telemetry visualization web dashboard featuring a canvas physics orbital orbit simulator.

TECH: HTML, CSS, JavaScript, Canvas, Orbital Mechanics

Problem: Real-world email triage is complex and lacks automated sequential decision models.

Solution: RL-based Intelligent Inbox Manager simulating triage as an MDP sequential decision task.

TECH: Python, StableBaselines3, Gym/OpenEnv, RL, HuggingFace

Problem: Biometric template matching at remote nodes is slow and vulnerable to spoofing offline.

Solution: Offline face recognition gateway with MobileFaceNet and texture-liveness anti-spoof check.

TECH: Kotlin, Android SDK, TFLite, MiniFASNet, Encrypted Storage

Problem: Sponsors struggle to quantify real-time brand visibility ROI across streaming media.

Solution: Sponsor valuation calculator and interactive debate platform powered by Gemini AI.

TECH: React, FastAPI, Python, Gemini API, Docker, Cloud Run