> SYSTEM.PROFILE_LOADED
Email: prashantambati12@gmail.com
Phone: +91-7869487655
> CORE.TECHNOLOGIES_MATRIX
PROGRAMMING LANGUAGES
WEB TECHNOLOGIES
CLOUD & DEVOPS
DATA ENGINEERING
MACHINE LEARNING
TOOLS & SYSTEMS
> DEPLOYED.SYSTEMS_ARCHIVE
CropX
Custom neural network with multi-branch architecture optimized for crop prediction
A sophisticated deep learning crop recommendation system that provides personalized crop recommendations based on soil conditions and environmental factors.
AlexNet-CNN
Deep CNN achieving 95% accuracy on CIFAR-10
Integrated TensorRT for 40% latency reduction. Deployed via Docker and automated with GitHub Actions.
LLaVA for Visual QA
Fine-tuned vision-language models for image-based Q&A
Deployed on AWS SageMaker. Applied quantization and caching to optimize cost and enhance performance.
COVID Economic Dashboard
Processed over 10GB of economic data using Airflow, Spark, and PostgreSQL
Built ETL pipelines and live dashboards with Looker Studio to monitor COVID-19 economic trends.
Transcriptocast
Multilingual transcription system using Whisper models
Implemented Redis caching and asynchronous processing, improving latency by 70% under high load.
Adaptive Traffic Signal Control using RL
Reinforcement learning–based traffic signal system
Control agent learns to optimize signal timing through environment interaction. Dynamically adjusts signal phases.
Stunning Octo Barnacle
Production-grade abstractive summarization API
Inspired by research on transformer-based text compression models such as BART and PEGASUS.
GANs for Synthetic Medical Data
Generate synthetic medical data while preserving privacy
Focused on maintaining distributional fidelity and improving model training stability.
Federated Learning for Privacy-Preserving Image Classification
Federated training pipeline for distributed image classification
Implemented aggregation protocols ensuring privacy preservation and robust convergence across clients.
Real-Time Sign Language Translator
Real-time sign language translation system
Utilized MediaPipe, TensorFlow, and sequence modeling techniques with optimized low-latency inference.
Neuropulse
On-device AI-powered focus & energy tracker for iOS 18+
Leverages Apple's latest frameworks for privacy-preserving intelligence, adaptive UI, and real-time behavior analysis.
SwiftStock
Smart catalog & resale tool with image recognition
Helps users catalog, track, and resell physical items using smart image recognition and marketplace integration.