Python Engineer with less than a year in AI/ML, Data Science & Web Development
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Passionate engineer eager to apply my problem-solving and programming skills for the growth of both the organization and myself.
K S Rangasamy College of Technology
BE · Electrical and Electronics Engineering
N/A – June 30, 2026
St. Michael's Higher Secondary School
HSC
N/A – Present
AI Solutions
Python Developer
January 1, 2026 – Present
Chennai, Tamil Nadu, India
T20 World Cup Match Prediction System
June 24, 2026 – Present
• Built a full-stack cricket analytics and match prediction platform using React and Django REST Framework. • Developed multiple REST APIs for teams, matches, venues, leaderboards, and ML-based match predictions. • Designed a dynamic React interface with Axios service layer, prediction forms, and interactive probability visualizations. • Implemented match history filtering, player statistics leaderboards, and collapsible sidebar navigation. • Trained machine learning models (Random Forest, Gradient Boosting) achieving 90% match winner prediction accuracy. • Engineered tournament features including team win rate, venue encoding, toss impact, and stage pressure indicators. • Optimized prediction performance using cached ML models and stored predictions for analytics and history tracking. • Integrated Pandas-based data processing with CSV fallback to ensure seamless data loading when the database is empty.
Cricket Analytics AI System
June 24, 2026 – Present
• Built an intelligent cricket analytics system using Agentic AI (LangChain, OpenAI GPT) that understands user queries and provides insights like match predictions and player analysis through a Think-Act-Observe workflow. • Developed machine learning models (Random Forest, XGBoost) using Python (Pandas, NumPy) to predict match outcomes based on historical IPL data, team performance, venue conditions, and match factors. • Implemented a semantic memory system using Sentence Transformers to store and retrieve relevant cricket insights, enabling context-aware and faster responses. • Designed an interactive web application using Streamlit and Plotly to visualize player statistics, match trends, and prediction results with real-time analytics.
Cultural Fit Analysis
The candidate's projects are primarily focused on cricket analytics, which, while demonstrating technical depth, suggests a narrow range of domain interests. The current role as a Python Developer at 'AI Solutions' aligns with the target role, but the overall experience level is low (0 years according to the profile, though the resume indicates a current role starting in 2026, which is in the future, implying this is an internship or projected role). This limited diversity in projects and professional experience, combined with the future-dated experience, suggests a moderate cultural fit for a senior Python Engineer role requiring broader industry exposure and proven long-term professional contributions.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to work on complex, multi-faceted systems, suggesting good problem-solving skills and a structured approach to development. The collaboration mentioned in the experience section points to teamwork capabilities. However, without specific psychometric test results, a detailed assessment of work attitude, stress handling, and team collaboration is limited.