DATA.SOFTWARE.HUMANPSYCHE.DATA.SOFTWARE.HUMANPSYCHE.DATA.SOFTWARE.HUMANPSYCHE.

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Why build machines that think?

"Because we cannot stop thinking. And in that relentless pursuit, we may not find answers, but a deeper understanding of the questions."

Terminal — bash — 80x24
premal@macbook ~ % _

ABOUT

Philosophy and Psychology

I travel because every mile strips me bare. Each new city asks me who I am without my history, and each border I cross demands that I shed illusions I once held tightly. I return never as the same man, but as someone fractured, then pieced together again by strangers' kindness, unspoken silences, and the quiet terror of being alone in a foreign land.

I hold the irony close: every soul suffers differently, yet all suffering is the same in its cry for dignity. That is why my possessions—whether the sweat of my labor, the blood of my mistakes, or the little wealth I gather—are not truly mine. They are fragments of a greater wholeness, a collective inheritance of humanity. To give is not charity; it is simply remembering that nothing I own was ever mine alone.

I believe in oneness: that all contradictions—joy and despair, creation and destruction, the individual and the universe—are threads of the same vast tapestry. My life outside work is not escape but confrontation: a reminder that to live meaningfully is to live for others as much as for oneself.

I'm here to express—with clarity, care, and curiosity. Thank you for arriving here. Stay as long as you like.

Create
Explore
Expand
Conquer

OVERALL IMPACT

4+
YEARS EXPERIENCE
15+
PROJECTS COMPLETED
3+
PUBLICATIONS
95.23%
BEST ACCURACY

CORE TECHNOLOGIES

Python
JavaScript
React
Node.js
TensorFlow
AWS
MongoDB
PostgreSQL
Apr
May
Jun
Jul
Aug
Sep
Oct
Nov
Dec
Jan
Feb
Mar
Apr
Mon
Wed
Fri

WORK

Full Stack Developer

Project DAWN
July 2024 – Present
Remote

Built predictive analytics tools for agriculture sector using modern web technologies and machine learning models.

KEY ACHIEVEMENTS

Improved prediction accuracy by 30% (from 60% to 90%) using advanced ML algorithms
Increased sustainability metrics by 20% through optimized resource allocation
Developed real-time monitoring dashboard serving 1000+ farmers
Implemented ML models for crop yield prediction with 92% accuracy

TECHNOLOGIES

PythonReactTensorFlowAWSPostgreSQLDocker

Data Science Intern

Tusker AI
Jan–June 2024, Aug–Nov 2023
Hybrid

Modeled energy efficiency and renewable energy systems to optimize power consumption and distribution.

KEY ACHIEVEMENTS

Boosted renewable energy adoption by 20% through predictive modeling
Developed energy consumption prediction models with 89% accuracy
Created automated reporting systems reducing manual work by 60%
Optimized energy distribution algorithms saving $50K annually

TECHNOLOGIES

PythonPandasScikit-learnMatplotlibSQLTableau

Marketing and Strategy

Krishna Agency
Mar–Dec 2023
Mumbai, India

Led marketing campaigns and strategic initiatives using data-driven approaches and customer analytics.

KEY ACHIEVEMENTS

Achieved 12% sales increase through data-driven marketing campaigns
Expanded market reach by 35% using targeted customer segmentation
Implemented customer analytics dashboard improving decision-making
Optimized conversion rates by 18% through A/B testing and UX improvements

TECHNOLOGIES

Google AnalyticsExcelTableauA/B TestingCRM Systems

Software Development Intern

Softvan Pvt Ltd
Mar–June 2022
Ahmedabad, India

Developed APIs and backend systems for enterprise applications with focus on performance and scalability.

KEY ACHIEVEMENTS

Developed 10+ RESTful APIs handling 100K+ requests daily
Reduced operational costs by 25% through system optimization
Improved system performance by 40% using caching and database optimization
Implemented automated testing suite achieving 95% code coverage

TECHNOLOGIES

Node.jsExpressMongoDBDockerJestRedis

PROJECTS

Fatum AI

Full Stack + AI

AI-powered job application automation platform

95% accuracy, 10,000+ matches
ReactFastAPIMongoDB+2

QueryBridge AI

AI/NLP

Natural language to SQL conversion system

95% accuracy, <2s response time
DeepSeek APILangChainFastAPI+1

Emotion Detection System

Computer Vision

Real-time emotion detection using computer vision

95.23% accuracy, 30 FPS processing
TensorFlowOpenCVPython+1

IndiGo Airlines Analysis

Data Analytics

Market analysis and business intelligence platform

65% market share analysis, 1M+ data points
PythonPandasMatplotlib+1

AirBnB Clone

Full Stack

Full-stack vacation rental platform

500+ properties, 1,000+ users
ReactNode.jsMongoDB+1

Credit Card Fraud Detection

Machine Learning

Machine learning fraud detection system

98% accuracy, <100ms processing
PythonScikit-learnXGBoost+1

SKILLS

Python
95%
4+ years

Python

Expert in Python for data science, machine learning, and backend development. Extensive experience w...

DjangoFastAPIFlask+3
3 ProjectsClick for details →
JavaScript
90%
3+ years

JavaScript

Proficient in modern JavaScript (ES6+) for frontend and backend development. Strong experience with ...

ReactNode.jsTypeScript+2
3 ProjectsClick for details →
TypeScript
88%
2+ years

TypeScript

Strong typing and modern JavaScript development. Used extensively in React applications and Node.js ...

ReactNext.jsNode.js+1
3 ProjectsClick for details →
SQL
85%
3+ years

SQL

Advanced SQL for database design, optimization, and complex queries. Experience with PostgreSQL, Mon...

PostgreSQLMySQLMongoDB+1
3 ProjectsClick for details →
Machine Learning
92%
4+ years

Machine Learning

Expert in supervised and unsupervised learning algorithms. Published research with 95%+ accuracy in ...

Scikit-learnXGBoostRandom Forest+1
3 ProjectsClick for details →
Deep Learning
88%
3+ years

Deep Learning

Proficient in neural networks, CNNs, and RNNs. Experience with TensorFlow and PyTorch for computer v...

TensorFlowPyTorchKeras+1
3 ProjectsClick for details →
Data Analysis
90%
4+ years

Data Analysis

Strong foundation in statistics, hypothesis testing, and experimental design. Applied in research an...

RPythonSPSS+1
3 ProjectsClick for details →
Data Visualization
94%
4+ years

Data Visualization

Expert in creating compelling visualizations and dashboards. Strong experience with Tableau, Power B...

TableauPower BID3.js+2
3 ProjectsClick for details →
React.js
93%
3+ years

React.js

Advanced React development with hooks, context, and modern patterns. Built multiple production appli...

Next.jsReduxContext API+1
3 ProjectsClick for details →
Node.js
87%
3+ years

Node.js

Backend development with Node.js and Express. Built scalable APIs and microservices architecture....

ExpressFastifySocket.io+1
3 ProjectsClick for details →
TensorFlow
89%
3+ years

TensorFlow

Deep learning model development and deployment. Published research using TensorFlow for computer vis...

KerasTensorFlow ServingTensorBoard
3 ProjectsClick for details →
FastAPI
85%
2+ years

FastAPI

Modern Python web framework for building APIs. Used for ML model deployment and high-performance bac...

PydanticSQLAlchemyUvicorn
3 ProjectsClick for details →
AWS
83%
2+ years

AWS

Cloud infrastructure and deployment. Experience with EC2, S3, Lambda, and RDS for scalable applicati...

EC2S3Lambda+2
3 ProjectsClick for details →
Docker
80%
2+ years

Docker

Containerization and deployment. Used for consistent development environments and production deploym...

Docker ComposeKubernetesContainer Registry
3 ProjectsClick for details →
MongoDB
85%
3+ years

MongoDB

NoSQL database design and optimization. Used for document-based applications and real-time data....

MongooseAggregation PipelineAtlas
3 ProjectsClick for details →
PostgreSQL
88%
3+ years

PostgreSQL

Advanced relational database design and optimization. Complex queries and performance tuning....

PL/pgSQLIndexingQuery Optimization
3 ProjectsClick for details →

RESEARCH PUBLICATIONS

Transfer Learning-based Emotion Detection System

IEEE Xplore, 2024

95.23% training accuracy • Transfer Learning • ResNet, Inception, MobileNet, EfficientNet

Developed emotion detection system using transfer learning with 35,887 image dataset
Implemented Python-based AI solution using TensorFlow, Keras, Pandas, and NumPy

Hybrid Convolutional Neural Model for Sign Language Recognition

Springer Nature - Q1, 2025

97.9% accuracy • ASL/ISL Recognition • CNMAMs Model

Developed hybrid CNN model (CNMAMs) with multi-scale filters (1x1 to 7x7) achieving 97.9% accuracy
Enhanced sign language recognition via custom real-time image processing with 95.8% accuracy for single-handed gestures

Deep Learning Based Solutions for Vehicular Ad-hoc Networks

Springer Nature, 2024

Reinforcement Learning • VANETs • Adaptive Routing Protocols

Comprehensive analysis of Reinforcement Learning applications in Vehicular Ad Hoc Networks
Presented RL-based solutions for adaptive routing strategies enhancing network scalability
3
Publications
97.9%
Best Accuracy
Q1
Journal Ranking
IEEE
Top Venues

CONTACT

LET'S CONNECT

I'm always interested in discussing new opportunities, innovative projects, and collaborations. Whether you're looking for a data scientist, full-stack developer, or just want to chat about the latest in AI and technology, I'd love to hear from you.

📍

LOCATION

Washington DC

RESPONSE TIME

Within 24 hours

© 2024 Premal Shah. All rights reserved.