Open to opportunities

Nikhil Kumar

@nikhilkumar28

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AI/ML engineer and data analyst optimizing predictive models and workflows.

India

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What I'm looking for

I’m looking for a team where I can apply predictive modeling and workflow optimization to real business problems, with opportunities to build scalable AI/ML and data solutions. I’m open to remote or hybrid work.

I’m a PracticalAI/ML Engineer and DataAnalyst with hands-on experience designing end-to-end solutions that turn data into grounded, results-oriented outcomes. I’ve engineered a CNN-based Crop Disease Prediction System using Transfer Learning (MobileNetV2), including a scalable image preprocessing and data augmentation strategy that delivered 95% accuracy across 15+ crop species.

I also build reliable, production-minded interfaces and backends—like modular Python GUI work (Tkinter) that improved responsiveness by 20%—and I enjoy tackling complex classification problems with strong validation (e.g., k-fold cross-validation achieving 90%+ accuracy in clinical heart disease prediction). Beyond projects, I’ve been recognized as a National Finalist at AAROHAN ’25 and a Grand Finalist at Hackatron ’25, where I helped deliver a Computer Vision civic governance solution used for automated issue prioritization.

Experience

Work history, roles, and key accomplishments

ML Intern

SentientWare Tech Solutions Pvt. Ltd.

May 2025 - Jun 2025 (1 month)

Engineered a CNN-based crop disease prediction system using transfer learning (MobileNetV2), achieving 95% accuracy across 15+ crop species. Built an image preprocessing and data augmentation pipeline and developed an end-to-end precision agriculture interface for real-time diagnosis and treatment recommendations.

Machine Learning Deep Learning CNN Transfer Learning MobileNetV2 Image Processing Precision Agriculture Python

Python Programming Intern

CodSoft

May 2024 - Jun 2024 (1 month)

Designed Python GUIs using Tkinter, improving interface responsiveness via event-driven logic. Built modular OOP-based code to reduce redundancy and latency, and provided Git/SDLC expertise to meet software development compliance standards.

Python Tkinter GUI Development Event Driven Programming Object Oriented Programming (OOP)Git SDLC

Education

Degrees, certifications, and relevant coursework

GIET University

Bachelor of Technology, Computer Science and Engineering

2023 -

Grade: GPA: 8.68/10

Bachelor of Technology in Computer Science and Engineering (AIML specialization) at GIET University (GPA: 8.68/10), with coursework in Machine Learning, DBMS, NLP, Data Mining, and Computer Networks.