06/21/2026 updated

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Full-Stack Developer & AI/ML Enthusiast | Competitive Programmer | B.Tech Computer Science

Jamshedpur, India
Worldwide
Bachelor of Technology in Computer Science (ongoing, expected Aug 2027)
Jamshedpur, India
Worldwide
Bachelor of Technology in Computer Science (ongoing, expected Aug 2027)

Profile attachments

Lukesh_Poddar_Resume.pdf

Machine LearningMongoDBNode.jsAzure Machine LearningData ScienceReact.jsExpress.jsBackend ProgrammingExtreme ProgrammingFull Stack DevelopmentArtificial Intelligence Markup Language (AIML)Docker
Full-Stack Web Development
Expertise in building full-stack applications using React.js, Node.js, Express.js, REST APIs, HTML5, CSS3, and Tailwind CSS on the frontend and backend, with deployment via Docker, Vercel, and Render.

AI/ML & Data Science
Strong foundation in machine learning and data science using NumPy, Pandas, Scikit-learn, XGBoost, SHAP, TF-IDF, SentenceTransformers, and KMeans, applied to real-world projects such as fraud detection and NLP-based recommendation systems.

Competitive Programming & DSA
Proven competitive programming skills with a LeetCode rating of 1863 (Knight), Codeforces rating of 1217, and CodeChef rating of 1514, having solved 1,500+ DSA problems across multiple platforms.

Programming Languages
Proficiency in C++, JavaScript, Python, and SQL for a wide range of software development and algorithmic tasks.

Database Management
Hands-on experience with MongoDB, MySQL, PostgreSQL, and Redis for designing and managing both relational and non-relational databases.

DevOps & Cloud Tools
Practical experience with Git, Docker, AWS S3, Vercel, Render, FastAPI, and JWT for building, deploying, and securing production-grade applications.

Unity & Game Development
Experience developing modular game systems in Unity using C#, including player controllers, physics pipelines, and reusable UI components, with a focus on runtime memory optimization.

NLP & Recommendation Systems
Ability to design hybrid NLP recommendation engines combining sparse TF-IDF with dense SentenceTransformer embeddings, evaluated using Precision@5 and MRR metrics.

Version Control System Design
Experience designing and building a Git-inspired version control system supporting init, commit, push, pull, and revert operations across 100+ repositories, with a 5-algorithm plagiarism detection engine.

Experience

Professional experience0 - 5 years
Freelancer since2021

Languages

EnglishNative speaker

Project history

Developer - WalmartGuard Customer Fraud Detection Pipeline

Technical Project
Built a production-grade fraud detection system for e-commerce transactions with sub-200ms inference latency using FastAPI, React, PostgreSQL, MongoDB, Redis, XGBoost, SHAP, JWT, and Docker. Designed feature engineering for fraud signals, implemented real-time scoring endpoints, and developed a React dashboard for live transaction monitoring.

Developer - SHL Assessment Recommendation System (NLP-Based Content Recommender)

Technical Project
Designed a hybrid NLP recommendation engine combining sparse TF-IDF with dense SentenceTransformer embedding fallbacks across a 518-item SHL catalog. Deployed production REST APIs via FastAPI on Render and evaluated retrieval using Precision@5 and MRR.

Developer - Custom VCS (Git-Inspired Version Control System)

Technical Project
Designed and built a Git-inspired VCS supporting init, commit, push, pull, and revert across 100+ repositories using React, Node.js, Express, MongoDB Atlas, AWS S3, and JWT. Implemented a 5-algorithm plagiarism engine and resolved 4 production failures including schema misconfigurations and cold-start DB reconnection races.

Unity Developer & Technical Content Creator

Independent
Published 60+ Unity/C# technical tutorials on game systems, engine architecture, and rendering pipeline optimization. Engineered modular game systems including player controllers, physics pipelines, and reusable UI components, reducing runtime memory usage via object pooling and profiler-guided refactoring.

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