Software Engineer with less than a year in Java, Python & SQL. Currently undergoing intensive Java b
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Software Developer with end-to-end AI/ML pipelines and research publications. Proficient in Java and SQL, currently undergoing intensive Java backend training - seeking a software developer role to build real-world solutions.
SRMIST Ramapuram
B.Tech CSE · AI & ML
August 1, 2022 – Present
DAV Public School
Class XII · Intermediate
June 1, 2021 – May 31, 2022
DAV Public School
Class X · Matriculation
June 1, 2019 – May 31, 2020
Churn Modelling with Interpretable Logistic Regression
February 1, 2025 – June 1, 2025
End-to-end SDLC pipeline with preprocessing, feature engineering, and real-time SHAP explanations; achieved 80% accuracy — presented at ICRTCIS 2025.
CPU-Deployable Dermoscopic Analysis Pipeline (CDPF)
January 1, 2025 – May 1, 2025
Joint segmentation-classification framework with 3-stage compression (pruning → distillation → INT8 quantisation); achieved 89.3% DSC and 7.9× CPU speedup. Manuscript accepted - AVE Trends in Intelligent Computing Research.
Credit Card Fraud Detection
September 1, 2024 – October 1, 2024
Achieved 96.8% accuracy using Random Forest and PCA on imbalanced transaction data.
NatWest Hack4aCause - Developed AI-driven solutions for education & employability
NatWest
September 1, 2025 – Present
SQL Certification
Unknown
August 1, 2025 – Present
HackerRank Silver Badges - Problem Solving, Java, Python, SQL
HackerRank
August 1, 2025 – Present
Presented research paper at ICRTCIS 2025 (6th International Conference on Recent Trends in Communication & Intelligent Systems)
ICRTCIS 2025
June 1, 2025 – Present
NPTEL - The Joy of Computing Using Python: Elite Certificate
NPTEL
July 1, 2023 – October 1, 2023
Cultural Fit Analysis
The candidate's academic projects are diverse, covering dermoscopic analysis, churn modeling, and fraud detection, indicating a broad interest in applying AI/ML to different domains. Participation in a hackathon (NatWest Hack4aCause) and volunteer work suggests a proactive and community-oriented mindset. The objective statement aligns with a software developer role focused on building real-world solutions, which indicates a good fit for a results-driven environment. The ongoing Java training shows adaptability and a willingness to learn new technologies, which is positive for cultural fit in a dynamic team.
Soft Skills & Operational Fit
The candidate demonstrates strong initiative through self-directed learning (Java backend training), participation in hackathons, and research publications. Their project descriptions indicate an ability to work on complex problems and present findings. The volunteer experience suggests a degree of social responsibility. However, without formal work experience, direct assessment of operational fit, teamwork, and stress handling is limited.