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THWIP!
SEQUENCING GENETIC DNA... 0%
YOUR FRIENDLY NEIGHBORHOOD FULLSTACK DEV
THE AMAZING DEVELOPER ยท ISSUE #001 ยท CHENNAI, INDIA

M. VISHWA NATHAN

WITH GREAT CODE COMES GREAT RESPONSIBILITY

Your Friendly Neighborhood AI Engineer & UX/UI Designer โ€” training neural nets, drafting high-fidelity mockups, and crafting premium, user-centered digital products.

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MISSIONS COMPLETED
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YEARS IN THE FIELD
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PROJECTS DEPLOYED
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NEURAL NETS TRAINED
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% MODEL ACCURACY
CHAPTER 1 ยท ORIGIN STORY

THE BITE THAT CHANGED EVERYTHING

Three panels. One origin. Infinite possibilities.

PANEL 1 ยท "THE DISCOVERY"
๐Ÿ•ท๏ธ

The Radioactive Spark

It started with a fascination โ€” a late-night encounter with deep learning algorithms and predictive databases. Studying Artificial Intelligence & Data Science at B.S. Abdur Rahman Crescent Institute of Science & Technology changed everything. I was immediately bitten by the AI & UI/UX bug.

"With great code comes great responsibility!"
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PANEL 2 ยท "THE TRAINING"
๐Ÿง 

The Deep Crucible

Like any hero, I trained relentlessly โ€” learning Python, TensorFlow, PyTorch, and training Convolutional Neural Networks (CNNs). I conquered data preprocessing and engineered bulletproof voice authentication models and deep-learning image distenders in intense, fast-paced hackathons.

B.TECH AI & DS TENSORFLOW / KERAS FIREBASE / GIT
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PANEL 3 ยท "THE EMERGENCE"
๐ŸŽจ

UX & UI Emergence

Realizing that powerful algorithms need beautiful interfaces, I emerged as a designer. Today, I build high-fidelity interactive wireframes, custom user flows, and mobile layouts in Figma. Bridging raw mathematical logic with seamless, stunning, human-centered product designs.

AVAILABLE FOR NEW DESIGN MISSIONS
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โšก HERO STAT SHEET โšก
๐Ÿ•ธ๏ธ AI & DATA SCIENCE (DEX) CLASS S [ELITE]
๐ŸŽจ UI/UX DESIGN (CHA) CLASS S+ [SUPREME]
๐Ÿ—„๏ธ BACKEND & FIREBASE (STR) CLASS A [HEAVYWEIGHT]
๐Ÿง  DEEP LEARNING (INT) CLASS S [GENIUS]
๐Ÿ’ก PRODUCT THINKING (WIS) CLASS A [TACTICIAN]
๐Ÿ PYTHON PROGRAMMING (LCK) CLASS A+ [APEX SPEC]
CHAPTER 2 ยท ROGUES GALLERY

Each domain represents a skill I've mastered in battle.

STYLE!
๐ŸŽƒ
CREATIVE UI/UX DESIGN
POWER LVL 95
  • High-Fidelity Figma โ€” Glider of visual layout precision
  • Wireframing & Prototyping โ€” Constructing tactile user models
  • Mobile UI Design โ€” Fluid, intuitive mobile interfaces
  • Responsive Grids โ€” Layout symmetry across the multiverse
  • Canva & Stitch AI โ€” Creative generative visual styling
Figma Prototyping Wireframing Mobile UI Usability Canva Interaction Flow
ALGORITHM!
๐Ÿ–ค
DEEP LEARNING & AI
POWER LVL 90
  • Convolutional Neural Nets (CNN) โ€” Deep learning structures
  • TensorFlow & PyTorch โ€” We Are structural model training
  • Data Preprocessing โ€” Restructuring dense data vectors
  • Supervised Learning โ€” Multi-class pattern recognition
  • Image Distillation โ€” Refining pixel recovery matrices
Python TensorFlow PyTorch CNN Keras SciKit-Learn NumPy Pandas
SHOCKWAVE!
โšก
PYTHON & BACKEND
POWER LVL 88
  • Python Engineering โ€” High-performance scripting currents
  • Firebase Real-Time DB โ€” Electric database synchronization
  • REST API Integration โ€” Rapid backend endpoint currents
  • Git & GitHub โ€” Collaborative version management
  • System Debugging โ€” Eliminating development bottlenecks
Python Firebase REST APIs System Integration Git GitHub Debugging
TACTICS!
๐Ÿ™
PRODUCT UX RESEARCH
POWER LVL 87
  • Usability Testing โ€” Flexible mechanical observation arms
  • User Journeys & Flows โ€” Mapping customer discovery pathways
  • Knowledge Distillation โ€” Complex teacher-student model arrays
  • Design Thinking โ€” Centering on user-experience goals
  • Interaction Flows โ€” Designing intuitive tasks and scheduling
UX Research Usability Testing User Flows Knowledge Distillation Design Thinking Interaction Design
CHAPTER 3 ยท CLASSIFIED FILES

HALL OF MISSIONS

SHIELD-approved project dossiers. Eyes only.

MISSION #001 ยท UI/UX DESIGN COMPLETE
๐Ÿ 

HOMI APP (USER)

Multi-service home assistance mobile app. Connects homeowners seamlessly with certified professionals for cleaning, electrical repair, plumbing, and wellness support.

FigmaMobile UI Interaction FlowUser Testing
APPROVED
MISSION #002 ยท UI/UX DESIGN FEATURED
๐Ÿ’ผ

HOMI AGENT APP

Service professional counterpart application. Empowers local service agents with booking pipelines, scheduling managers, digital invoice generators, and real-time earnings charts.

FigmaUX Research Agent DashboardUsability
FEATURED
MISSION #003 ยท AI & RESEARCH COMPLETE
๐Ÿฅ—

NUTRIPLAN AI

AI diet planner translating predictive biometric inputs into personalized nutrition schedules. Built on neural network algorithms for customizable macronutrient distribution models.

TensorFlowFigma Predictive AnalyticsNutrition AI
CLASSIFIED
MISSION #004 ยท FULLSTACK & AI LIVE
๐ŸŽ“

CAMPUS CONNECT HUB AI

Unified campus companion hub. Synchronizes university lecture notes, event calendar updates, automated peer study alerts, and interactive event trackers via real-time Firebase endpoints.

FigmaFirebase Sync Student PortalReact UI
ON PATROL
MISSION #005 ยท FULLSTACK & AI COMPLETE
๐Ÿ’ณ

SPENDSMART AI

Fintech budgeting companion. Employs real-time charts and automated ledger controls to trigger expense predictions and manage financial limits securely in high-performance structures.

FigmaFinancial Ledger Predictive BudgetingCharts
SUCCESS
MISSION #006 ยท AI & WEB PORTAL COMPLETE
๐ŸŽต

MUSIC MOOD CLASSIFIER

Dual-engine audio emotion ecosystem. Features a 90% accurate TF-IDF bigram NLP model to classify lyrics, paired with a GPU-accelerated Flask web app ("The Divination Chamber") powered by RoBERTa transformers and a magical interactive wizard UI.

PythonNLP / TF-IDF Flask AppHuggingFace Deep Learning
CLASSIFIED
MISSION #007 ยท AI & SECURITY COMPLETE
๐ŸŽ™๏ธ

IOB CYBERNOVA VOICE AUTH

Robust, passwordless voice authentication system. Employs a CNN model trained on MFCC voice features with an ensemble verification mechanism (combining CNN, average cosine similarity, and DTW distance) to prevent spoofing and replay attacks.

PythonFlask MongoDBTensorFlow LibrosaFastDTW
CYBERNOVA
MISSION #008 ยท AI & DEEP LEARNING COMPLETE
๐Ÿ“ท

TEACHER-STUDENT CNN SHARPNESS

Lightweight CNN-based image sharpening model trained via self-supervised knowledge distillation using sharp ground truth images as a fake teacher. Optimized using MSE, MS-SSIM, and edge-aware Sobel losses on the GoPro Dataset.

PyTorchtorchvision Knowledge DistillationMS-SSIM Edge Loss
SUCCESS
CHAPTER 4 ยท BATTLE HISTORY

VILLAIN BATTLES

Every job was a boss fight. Here's my win record.

โšก
VICTORY!
CNN Voice Authentication Lead
๐Ÿข Cybernova Hackathon 2025
FEB 2025

Defeated the "Biometrics Security Threat" by architecting and training a secure Convolutional Neural Network (CNN) Voice Authentication Model on 500+ voiceprints. Honored with the prestigious "Next Potential Idea Award" for merging cutting-edge deep learning with an intuitive, human-centered UI verification flow.

XP GAINED +9800 XP
CNN Voice Biometrics TensorFlow Python Product UI/UX
๐Ÿง 
VICTORY!
Deep Learning Research Intern
๐Ÿข Intel Unnati Training Program
JAN โ€” FEB 2025

Conquered the "Image Distortion Monster" by developing a state-of-the-art StudentCNN model for high-resolution image sharpening. Successfully applied advanced **Knowledge Distillation** parameters and designed Multi-Scale Structural Similarity (MS-SSIM) loss logic to compress teacher model accuracy with ultra-low latency.

XP GAINED +8500 XP
Knowledge Distillation Intel OpenVINO MS-SSIM Loss PyTorch Deep Learning
๐Ÿ•ธ๏ธ
VICTORY!
Backend & Database Developer
๐Ÿข SIH 2024 (Loot Locks App)
SEP โ€” DEC 2024

Defeated "The Budgeting Leakage" by establishing the backend architecture for Loot Locks, a personal UPI financial-control application. Engineered real-time Firebase syncing, secure REST API integrations, and robust user authorization checks to prevent overspending on active active budget limits.

XP GAINED +7500 XP
Firebase DB REST APIs Android Integration Product Logic Team Dev
CHAPTER 5 ยท READER MAIL

FAN MAIL

Messages from citizens of the web. No filter, no edits.

FEB
2025
โœฆ
Vishwanathan's voice authentication CNN model stood out instantly. The way he blended deep learning algorithms with a clean, responsive UI model showed elite product thinking. He deservedly won the Next Potential Idea Award.
JAN
2025
โœฆ
The Homi App and Agent ecosystem designed by Vishwanathan is a masterclass in modern mobile UI. He created intuitive, user-centric interaction flows that beautifully solve real-world problems. His Figma designs are pixel-perfect.
FEB
2025
โœฆ
Vishwanathan excelled during the image sharpening distillation project. He demonstrated exceptional deep learning acumen by successfully training a StudentCNN that replicates complex teacher model results with minimal latency.
CHAPTER 6 ยท SEND THE SIGNAL

๐Ÿ•ท๏ธ SIGNAL THE HERO

Shine the Spider-Signal. I will respond within 24 hours or the city burns.

๐Ÿ“ง
๐Ÿ“ž
PHONE CHANNEL
+91 82203 98985
๐Ÿ“
BASE OF OPERATIONS
India ๐Ÿ‡ฎ๐Ÿ‡ณ ยท Available Worldwide
๐ŸŸข
STATUS
ON PATROL ยท AVAILABLE NOW
๐Ÿ“ก INCOMING TRANSMISSION
โœ… SIGNAL RECEIVED! YOUR FRIENDLY NEIGHBORHOOD DEV IS ON THE WAY!