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Aparajitha12/README.md

👋 Hi, I'm Balaaparajitha S

AI/ML Engineer • Agentic AI Builder • Data Science Graduate Student

Typing SVG

About Me

AI Engineer

Building production-ready AI systems

Researcher

Exploring Agentic AI, RL and Explainable AI

Builder

Creating Multi-Agent and LLM-powered applications

🎓 Amrita Vishwa Vidyapeetham

🌍 Universitat de Barcelona

💼 Rungta Ventures
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AI Engineer Dashboard

Agentic AI

Multi-Agent Systems
Autonomous Workflows
Reasoning Agents

LLM Engineering

RAG Pipelines
Prompt Engineering
Fine-Tuning

MLOps

Docker
CI/CD
FastAPI
Deployment

Machine Learning

XGBoost
PyTorch
TensorFlow
Explainable AI

Live Metrics

PROJECTS DEPLOYED      ██████████ 100%
AGENTIC AI             ██████████ 100%
LLM APPLICATIONS       █████████░  90%
REINFORCEMENT LEARNING ████████░░  80%
MLOPS                  ████████░░  80%
EXPLAINABLE AI         █████████░  90%

Tech Stack

Languages

Python SQL

AI / Machine Learning

PyTorch TensorFlow Scikit Learn XGBoost

Agentic AI & LLMs

LangChain RAG FAISS Multi-Agent Systems

Deployment & MLOps

Docker FastAPI Flask GitHub Actions

Featured Projects

Counter-UAS Decision Support System

Threat Assessment • SHAP Explainability • Swarm Detection • Real-Time Monitoring

Agentic AI AutoDS

Multi-Agent Workflows • Automated EDA • Model Training • Insight Generation

EV Dynamic Pricing Agent

Reinforcement Learning • Dynamic Pricing • API Integration • CI/CD

Offline STT + RAG Assistant

Whisper • FAISS • Local LLMs • Action Execution

AI Research Network

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GitHub Analytics

Contribution Graph

Ashutosh's github activity graph

Connect With Me

Building the Future with AI

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  1. evee-rl-dynamic-pricing-gps-station-routing evee-rl-dynamic-pricing-gps-station-routing Public

    Reinforcement Learning platform for EV charging, real-time dynamic pricing using PPO, SAC and TD3 with GPS-based smart station routing, driver skill profiles, vehicle validation and PostgreSQL pers…

    Python

  2. Offline-Conversational-Voice-Agent-with-Real-Time-Action-Execution Offline-Conversational-Voice-Agent-with-Real-Time-Action-Execution Public

    Offline, CPU-optimized voice assistant with real-time speech-to-text and RAG-based action execution. Uses Silero VAD, quantized Whisper Tiny (int8), sentence-transformer embeddings, and FAISS for f…

    Python

  3. Sign_language_prediction Sign_language_prediction Public

    A deep learning project for recognizing sign language gestures using American Sign Language dataset. Processes gesture input to identify and interpret sign characters, enabling automated recognitio…

    Jupyter Notebook 1

  4. Stock-market-price-prediction-NVIDIA- Stock-market-price-prediction-NVIDIA- Public

    Developed a CNN-based model using STFT spectrograms for long-term NVIDIA stock prediction with embedded buy/sell signal logic. NVIDIA's dynamic price patterns, including notable shifts around 2016,…

    Jupyter Notebook

  5. Time-efficient-fine-tuning-using-LoRA Time-efficient-fine-tuning-using-LoRA Public

    Comparative analysis of full fine-tuning vs LoRA (PEFT) on DistilBERT using the SST-2 dataset. Includes training scripts, parameter efficiency, runtime comparison, and visualizations.

    Jupyter Notebook

  6. Agentic-AI-autoDS-system Agentic-AI-autoDS-system Public

    Agentic AI system that autonomously analyzes any CSV dataset and delivers preprocessing, EDA, model selection, and a powerpoint report, end to end, no manual work.

    Python