Adwyte Karandikar

Projects

All my work in one place

Digital Twin Platform for MSME

Digital Twin Platform for MSME

Designed an IIoT-based digital twin system for industrial machines enabling predictive maintenance.

NodeMCUMQTTUnity 3DMongoDB AtlasFlaskAIML
AI Debate Arena

AI Debate Arena

Built a real-time debate platform with NLP + LLM-driven argument evaluation, scoring, and leaderboards, with an interactive UI.

ReactFastAPIPostgreSQLSpeech-to-TextNLPLLM
Legacy Code Migration Engine

Legacy Code Migration Engine

Automated migration from procedural C to OOP Python using parsing, graph analysis, and translation templates.

C/C++PythonCParserNetworkXMatplotlibpybind11
Multiprogramming Operating System (C)

Multiprogramming Operating System (C)

Designed a 2-Phase Multiprogramming OS in C with instruction execution, job scheduling, paging, PCB creation, interrupt handling and error handling.

COSSystemsFile HandlingProcess Control
SynergySphere - Intelligent Team Collaboration Platform (Odoo Hackathon)

SynergySphere - Intelligent Team Collaboration Platform (Odoo Hackathon)

Engineered a cross-platform project collaboration interface, featuring task management, team discussions, and real-time notifications. Developed a data-driven analytics dashboard to quantify team efficiency with leaderboards and performance metrics, enabling proactive, HR-style workforce insights.

Next.jsFastAPIPostgreSQLJWT Auth
LipSync — CNN Lip Reading Model (Research Presented)

LipSync — CNN Lip Reading Model (Research Presented)

Implemented a lip-reading system using GRID dataset. Preprocessed video frames with OpenCV, extracted features, and trained 3D CNN for speech recognition. Built interactive Streamlit UI for real-time testing.

PythonOpenCVPyTorchStreamlitNumPyMatplotlibDeep Learning
Autonomous Exploration Agent

Autonomous Exploration Agent

Simulated exploration algorithms (Nearest Frontier, Information Gain, Wall Following) in dynamic grid environments. Benchmarked coverage, path optimization, and computational complexity.

PythonPyGameReinforcement Learning
Fluxion — Gesture-based Device Control + Logging

Fluxion — Gesture-based Device Control + Logging

Developed a real-time gesture recognition interface to control brightness/volume. Implemented landmark detection, gesture mapping, and SQLite logging to analyze user interactions for adaptive improvements.

PythonOpenCVSQLiteMediaPipeHCI
AumZen — Meditation App (Android)

AumZen — Meditation App (Android)

Developed an Android meditation app with customizable music, themes, timers, animations, and user profiles. Added session logs for daily meditation streak tracking. Exported APK for end-user distribution.

Android StudioJavaSQLite
KeyStash — Secure Password Manager

KeyStash — Secure Password Manager

Designed a secure password management system with encryption, randomized password generation, master password authentication, and backup/recovery via file handling. Implemented platforms in Java and C.

JavaCJava SwingFile Handling
Smart Retail Shelf for Inventory Management and Consumer Analytics (Published Research)

Smart Retail Shelf for Inventory Management and Consumer Analytics (Published Research)

Built an IoT-enabled smart retail shelf integrating ultrasonic, IR, and weight sensors with NodeMCU + Arduino. Implemented real-time inventory monitoring, to enable consumer behavior logging and ML-powered demand prediction.

NodeMCUArduinoRaspberry PiSensorsPythonEmbedded C
Olist: RFM Analysis and Customer Segmentation for Supply Chain Analysis (Dashboard)

Olist: RFM Analysis and Customer Segmentation for Supply Chain Analysis (Dashboard)

Performed RFM analysis for customer segmentation and supply chain KPIs on Olist dataset. Designed data visualizations and actionable insights for logistics optimization.

PandasMatplotlibPowerBIMachine Learning
Comparative Analysis of ML Algorithms for Weather Prediction (Published Research)

Comparative Analysis of ML Algorithms for Weather Prediction (Published Research)

Performed comparative analysis of regression and classification ML algorithms (Linear Regression, Logistic Regression, Naive Bayes, Decision Trees, Random Forest) for Indian weather forecasting. Conducted feature engineering, visualization, and evaluation. Published results in IEEE Scopus-indexed conferences.

Pythonscikit-learnPandasNumPyMatplotlibSeabornMachine Learning
Amazon Product Price & Rating Prediction - Comparative Analysis

Amazon Product Price & Rating Prediction - Comparative Analysis

Conducted a ML study predicting product prices/ratings. Compared regression and classification models using feature engineering, hyperparameter tuning, and performance benchmarking.

Pythonscikit-learnPandasNumPyMatplotlibSeabornMachine Learning