Balaaparajitha Senthil Kumar

Balaaparajitha Senthil Kumar

@Aparajitha12

I put the "agent" in agentic AI.

Amrita Vishwa Vidyapeetham Coimbatore
8
Followers
27
Following
11
Public Repos
0
Private Repos

Language Breakdown

Lines of code distribution across 11 owned repositories

7.4M Total LOC
Jupyter Notebook
7,229,815 lines
97.3%
N/A
Python
164,450 lines
2.2%
N/A
JavaScript
31,121 lines
0.4%
N/A
Dockerfile
1,645 lines
0.0%
N/A
Batchfile
513 lines
0.0%
N/A
Other
145 lines
0.0%
N/A
I

I-Shaped Developer

I-shaped

Specialist — deep expertise in Jupyter Notebook

Jupyter Notebook
Python
JavaScript
Dockerfile
Batchfile

Collaboration Network

Global Impact visualization

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Balaaparajitha Senthil Kumar
0 active collaborators

Repos

13

PRs

0

Growth

+18%

Top Collaborators

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Coding Streak

Contribution activity over the past year

2 days
78
Contributions
67
Commits
0
Pull Requests
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Top Repositories

Agentic-debt-collection-system

Agentic AI-powered debt collection system leveraging Neo4j Knowledge Graphs, LangGraph, and MCP to automate borrower analysis, risk assessment, negotiation, and recovery workflows.

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Aparajitha12
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Deep-Work-session-tracker

Deep Work session tracker with FastAPI + React - manage sessions, track interruptions, and analyze productivity.

0 0
JavaScript
Seq-CGAN-IDS-Sequential-Conditional-GAN-Based-Data-Augmentation-for-Imbalanced-Intrusion-Detection

This repository implements a Seq-CGAN-based data augmentation framework for handling class imbalance in intrusion detection systems. It generates synthetic temporal sequences for rare attack classes and trains a BiLSTM model to improve balanced detection performance on the UNSW-NB15 dataset, evaluated using macro-level metrics and cross-validation.

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Jupyter Notebook
evee-rl-dynamic-pricing-gps-station-routing

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 persistence.

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Python
Offline-Conversational-Voice-Agent-with-Real-Time-Action-Execution

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 fast semantic intent retrieval. Executes predefined system commands safely with confidence validation and sub-second latency, fully offline after initial

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Python
IoT-data
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Stock-market-price-prediction-NVIDIA-

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, offer a valuable testbed for assessing forecasting models on complex market behavior.

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Jupyter Notebook
Time-efficient-fine-tuning-using-LoRA

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.

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Jupyter Notebook
Data-Wrangling

This repository contains my data wrangling assignments completed as part of my academic coursework and self-practice. Each notebook demonstrates techniques in cleaning, transforming, and preparing raw datasets for analysis using Python (Pandas, NumPy) and other data manipulation tools.

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Jupyter Notebook

Open Source Impact

Contributions to external projects

0 merged PRs

No external contributions found.