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🧠 About Me

name       : Ishan Nerli
location   : Kolhapur, India 🇮🇳
education  : B.E. Computer Science — Sanjay Ghodawat University
cgpa       : 8.1 / 10
graduating : June 2026
status     : ✅ Open to Work — Full-Stack | Backend | AI/ML
interests  : LLM Integration, RAG Pipelines, Microservices

CS final-year student who builds things that actually work — full-stack apps with clean architecture, sub-200ms APIs, ML microservices, and LLM integrations using Claude, Gemini & Ollama. IIT-certified in Data Analytics and Deep Learning.

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⚙️ Tech Stack

💻 Languages

🎨 Frontend

🔧 Backend

🗄️ Databases

🤖 AI / ML

🛠️ Tools & DevOps

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🚀 Featured Projects

💰 AI Personal Finance Manager Full-stack finance platform with ML microservices, AI-driven spending insights, budget forecasting, and anomaly detection. Integrated Claude & Gemini APIs for natural language financial guidance. 🔑 Highlights Sub-200ms API response times 85% prediction accuracy on loan risk Modular microservices architecture 500+ users served	🛒 E-Commerce Backend System Production-grade RESTful backend with full user auth, product catalog, cart management, and order lifecycle — built for real-world security and scale. 🔑 Highlights RBAC middleware for granular access control 40% improvement in CRUD performance Algorithmic indexing strategies Full order lifecycle management
📊 Sentiment Analysis & Loan Prediction End-to-end ML pipeline for loan eligibility prediction with NLP-based sentiment analysis on unstructured applicant text. 🔑 Highlights 0.87 F1-score, 88% accuracy 10,000+ records processed Benchmarked 4 classifiers (AUC-ROC) TF-IDF + spaCy NLP pipeline	🤖 Codebase Q&A Bot (In Progress) RAG-powered tool that lets you chat with any GitHub repository in natural language — with file-level source citations on every response. 🔑 Highlights Code-aware chunking & AST parsing Semantic search over full codebases File + line citation on answers FastAPI backend + React frontend

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📈 GitHub Stats

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🏆 Certifications

🎓 Certification	🏛️ Institution	📅 Year
Data Analytics	IIT Madras	2024
Deep Learning	IIT Ropar	2025
Full-Stack Web Development	Udemy	2024

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💼 Experience

Data Analyst Intern — Devtown (Accenture Initiative)  Jun 2023 – Aug 2023

• Performed EDA on 5+ real-world datasets using Python, Pandas & NumPy — reduced data inconsistencies by 30%
• Delivered analysis reports 2 weeks ahead of deadline in a 6-member Agile team
• Applied hypothesis testing and correlation analysis to validate data-driven recommendations

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📊 DSA & Problem Solving

✅ 100+ problems solved across LeetCode & Codeforces
📌 Strong grasp of time/space complexity
🧩 DSA: Arrays, Trees, Graphs, Heaps, Tries, Hashing, DP, Backtracking

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🤝 Let's Connect & Build Something Awesome