Sivakumar Balaji

React Frontend Engineer

https://talent.gravityer.com/sivakumar-balaji

IndiaMember since June 12, 2026

Key Strengths

Strong foundational knowledge in Python and Machine Learning, demonstrated through multiple personal projects.
Experience with various ML models (Feed-Forward Neural Network, XGBoost, ResNet-50, BERT, BART) and their application in diverse domains.
Ability to integrate AI/ML with IoT systems for practical solutions (e.g., smart irrigation, AI-powered farming).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio is heavily skewed towards AI/ML and IoT, primarily using Python. This indicates a strong interest and proficiency in these areas. However, the target role is 'React Frontend Engineer', which is a significant mismatch with the demonstrated project experience. There is no evidence of frontend development skills (e.g., React, JavaScript, HTML/CSS beyond basic HTML in one project). This lack of alignment suggests a poor cultural fit for a dedicated frontend role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The candidate's project descriptions indicate a focus on technical execution.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

Placement-Portal-Application

June 8, 2026 – Present

Placement-Portal-Application — GitHub repository

View Project

GNSS-error-prediction

October 12, 2025 – October 12, 2025

GNSS-error-prediction — GitHub repository

View Project

AI-Powered-Lead-Scoring-System-for-CRMs

July 1, 2025 – July 31, 2025

AI-Powered-Lead-Scoring-System-for-CRMs — GitHub repository

View Project

Siva-0317

June 13, 2025 – July 17, 2025

Siva-0317 — GitHub repository

View Project

-Mealworm-Growth-Prediction

June 12, 2025 – June 12, 2025

-Mealworm-Growth-Prediction — GitHub repository

View Project

Aurora---Conversational-AI-Redefined

June 11, 2025 – June 15, 2025

Aurora - A conversational AI assistant powered by Gemma 2B and BERT, featuring smart scheduling, persistent memory, and a Tkinter GUI with typing animations. Perfect for productivity or AI projects!

View Project

Power-Demand-Prediction-Model

June 2, 2025 – June 2, 2025

Power-Demand-Prediction-Model — GitHub repository

View Project

Lung-Cancer-Disease-Prediction-and-Recommendation

June 2, 2025 – June 2, 2025

Lung-Cancer-Disease-Prediction-and-Recommendation — GitHub repository

View Project

Smart-ML-IoT-Based-Irrigation-Control-System

May 29, 2025 – May 30, 2025

Built an ML + IoT-based (Feed-Forward Neural Network & XGBoost) smart irrigation solution to optimize water usage using real-time soil and weather data.

View Project

AI-Powered-Farming-System-with-Disease-Detection-and-Fertilizer-Optimization

May 29, 2025 – May 29, 2025

Developed an IoT + AI system for automated irrigation, crop disease detection (ResNet-50 - fine-tuned), and fertilizer recommendation (BERT & BART fine-tuned models).

View Project

Key Strengths

Strong foundational knowledge in Python and Machine Learning, demonstrated through multiple personal projects.
Experience with various ML models (Feed-Forward Neural Network, XGBoost, ResNet-50, BERT, BART) and their application in diverse domains.
Ability to integrate AI/ML with IoT systems for practical solutions (e.g., smart irrigation, AI-powered farming).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The candidate's project descriptions indicate a focus on technical execution.

Sivakumar Balaji

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit