Hi, I’m Pathik Viramgama.

PyTorchBERTWhisperAWS SageMakerOpenAI

Video Sentiment Analysis Model

Built the multimodal sentiment model pipeline combining video, audio, text, Whisper transcription, BERT-based NLP, and SageMaker-backed model workflows.

GCPDockerOpenCVKerasReact

Optigo Apps ML Platform

Dockerized ML models on GCP with real-time REST APIs, customer value scoring, and high-uptime MERN integration.

PythonJupyterpandasscikit-learnSVRRandom Forest

Customer Rating ML System

Developed a machine-learning prototype to predict customer quality scores from order activity, category spend, pricing, labor charges, and commercial metrics for prioritization decisions.

OpenCVTensorFlowScikit-learnCLIPFastAPIReact

Reverse Image Search

Engineered a reverse image search system for a custom database using TensorFlow ResNet50 and OpenAI CLIP, exposed through FastAPI and a React frontend on Linux-based AWS instances.

XGBoostPCAMachine LearningTime SeriesPython

Future Air Pollution Prediction

Studied historical air-pollution patterns and advanced the work toward predicting future pollution levels using XGBoost and Principal Component Analysis.

LSTMBiLSTMBERTGPT-2RoBERTaML

Fake News Classification Comparative Study

Applied deep learning and machine-learning algorithms to compare fake-news classification behavior across LSTM, BiLSTM, BERT, GPT-2, RoBERTa, and classical ML baselines.

NLPPOS TagsDecision TreesText AnalysisPython

Fake News Classification Novel Approach

Researched grammatical patterns for fake-news detection and developed a POS-tag occurrence approach to create decision-tree features, reaching 89% accuracy in raw format.

React+Vite FastAPI Pydantic Stripe NeonDB Vercel Render

Web & Backend

Web Currently Deployed

AutoApply AI SaaS Platform

Built a full-stack SaaS-style job application platform using React, Vite, FastAPI, Neon PostgreSQL, Stripe, JWT auth, and Google OAuth, supporting user accounts, credit-based usage, resume/JD uploads, payment-based credit purchases, saved job history, live progress UI, and DOCX/PDF/Markdown exports.

View project → Web Currently Deployed

LLM Router

Built an OpenAI-compatible LLM router that lets users connect multiple provider API keys, route chat requests through one local endpoint, automatically fail over across providers, and monitor usage with analytics, request logs, provider health, and rate-limit awareness.

TypeScript Node.js Clerk Auth Redis Upstash Vercel AES-256-GCM

View project → Web

VibeCheck Anti-Cheat Interview Backend

Developed backend APIs for a remote interview integrity platform with secure onboarding, scheduled interviews, media uploads, AI vision analysis, alerts, review flows, and Stripe credits.

PythonDjangoFastAPIAWS S3CognitoStripe

View project → Web

Video Sentiment Analysis Website

Built the secure SaaS web experience for uploading media, reviewing AI sentiment results, and presenting model outputs through a polished Next.js interface.

Next.jsTailwindReactAWSSaaS

View project → Web

Stock Trading Platform Website

Created a stock-trading web platform using React, MongoDB Atlas, Node.js, and Express, enabling users to create profiles and study trading patterns without financial risk.

ReactMongoDB AtlasNode.jsExpressWeb App

KotlinXML LayoutsMongoDB AtlasNode.jsExpress

App Development

App

Stock Trading Platform Android Application

Created a detailed stock-trading Android platform using Kotlin and XML layouts with a MongoDB Atlas, Node.js, and Express backend for user profiles and risk-free trading-pattern analysis.

View project → App

DVD Rental System and Business Encircling It

Created a comparative analysis of an old DVD rental system and modern subscription-based technology, combining business analysis with system-design thinking.

Business AnalysisSystem DesignResearchSubscription Model

View project → App

Dino Run Game in Flutter and Flame Engine

Built a graphical Chrome Dino Run-inspired game in a Mario Run format using Flutter, Dart, and the Flame game engine.

FlutterDartFlameGame Development

ADFADLS Gen2DatabricksDelta LakePySparkSQL

Data Engineering

Data Currently Active

Azure Healthcare Lakehouse Pipeline

Designed a healthcare revenue-cycle data pipeline that ingests SQL, files, and public APIs, applies Medallion architecture, validates data quality, and builds Gold fact/dimension tables.

ADFDatabricksPySparkDelta Live TablesUnity CatalogCI/CD

Netflix Azure Lakehouse Project

Built an end-to-end Azure data engineering pipeline for Netflix-style analytics using ADF, Databricks, Delta Live Tables, Unity Catalog, and Power BI-ready Gold tables.

Event HubsAzure FunctionsFabricKQLPower BIData Activator

Real-Time Azure Streaming Pipeline

Created a live weather streaming pipeline with dual ingestion through Databricks and Azure Functions, Event Hubs, Fabric Eventstream, Eventhouse/KQL, Power BI, and alerting.

ADFSHIRAzure SQLREST APIsStored ProceduresLogging

MDOTSA Azure Data Pipeline

Implemented a metadata-driven transit data pipeline ingesting REST APIs, CSV drops, and on-prem SQL Server through SHIR into ADLS Gen2 and Azure SQL Bronze/Bronze_Hist layers.

DatabricksSparkPySparkAuto LoaderDelta LakeWorkflows

Azure Databricks Incremental Lakehouse

Built a Databricks Lakehouse pipeline for batch, incremental, and streaming data with Auto Loader, Structured Streaming, Bronze/Silver/Gold Delta tables, and workflow orchestration.

PythonBeautifulSoupSeleniumPandas

Web Scraping Pipeline

Scalable Python scraping system extracting data from 100+ domains and automating cleaning workflows to reduce processing time by 40%.

Power BIPower QueryDAXData ModelingMapsDrill-through

Analytics & BI

India Election Results Power BI Dashboard

Designed an interactive Power BI dashboard for election analytics covering party performance, alliances, state-level results, vote share, seat distribution, maps, drill-throughs, and KPIs.

View project → BI

Hospital Analytics Power BI Dashboard

Built an end-to-end analytics dashboard with data cleaning, modeling, DAX measures, KPI cards, slicers, filters, and polished report design for healthcare/business reporting workflows.

Power BIDAXPower QueryKPIsSlicersVisualization