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nitikaborkar/README.md

Hello / Namaste, I'm Nitika

Final‑year Computer Science student at Nanyang Technological University (graduating 2026), with a strong focus on Data Science, AI, and Machine Learning.

💻 Specialising in GenAI, Computer Vision, and deploying intelligent solutions that solve real‑world problems.

🤖 Building production ML pipelines, designing predictive models, and architecting multi‑agent systems that can be integrated into products and workflows.

Want to get to know me beyond bullet points? Meet NitikaNexus 🤖 — a RAG-powered chatbot that answers anything about my projects, experience, and interests: https://nitkanexus-nitikaborkars-projects.vercel.app/

LinkedIn Email


🧰 Technology Stack

Languages

Python Java C++ SQL R JavaScript


🧠 Machine Learning

Pandas NumPy scikit-learn XGBoost LightGBM

Regression & classification • clustering • probabilistic models • Bayesian methods • predictive modeling • causal inference (uplift modeling, propensity scoring)


🤖 Deep Learning

PyTorch TensorFlow

MLPs • CNNs • RNNs • Transformers • reinforcement learning • transfer learning


🧬 LLMs & Generative AI

LangChain Hugging Face

LangGraph • RAG • ReAct • prompt engineering • LLM benchmarking & evaluation • sentiment analysis


👁️ Computer Vision

OpenCV YOLO

RT-DETR • SAM • CLIP • image segmentation • anomaly detection


🧱 Data Engineering & Big Data

PySpark Databricks

Feature engineering • data preprocessing • missing value analysis • outlier detection


☁️ Cloud & DevOps

AWS Docker Git Jupyter VS Code

AWS EC2 • S3 • SageMaker • CI/CD pipelines


📊 Visualization

Power BI Tableau Streamlit Flask


🗄️ Databases

MySQL MongoDB


⭐ Featured Projects

Computer-vision-powered pipeline for assessing and segmenting insurance claim damage from images.
Tech: PyTorch • Computer Vision • Segmentation • ML Inference

Ergonomics-focused CV system for monitoring seating posture and workplace safety, with a live Hugging Face demo.
Tech: OpenCV • Pose/Depth Estimation • Python • Hugging Face Spaces

AI-powered travel planning app generating personalized itineraries and recommendations using LLMs and travel APIs.
Tech: React • Node.js/Express • GPT-based API • Travel APIs

Personal hub experimenting with agents, LLM workflows, and automation for your AI tooling ecosystem.
Tech: LangChain • LLM Orchestration • Python

Multi-modal AI platform combining NLP and Computer Vision for detecting health misinformation
Tech: PyTorch • Transformers • OpenCV • Speech-to-Text • Deepfake Detection

AI-powered change management platform with RAG and real-time feedback
Tech: LangChain • RAG • React • FastAPI • Sentiment Analysis


📫 Let's Connect

📧 nitikaborkar@gmail.com | 💼 LinkedIn


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  1. insurance-claim-damage-ai insurance-claim-damage-ai Public

    An agentic AI system that autonomously inspects car damage, generates structured assessments, and accelerates insurance claim decisions.

    Python

  2. AI-Workplace-Safety-Monitor AI-Workplace-Safety-Monitor Public

    A computer vision solution to classify seat pan depth ergonomics using side-profile chair images.

    Python

  3. AI_tinerary AI_tinerary Public

    JavaScript

  4. MedBuster MedBuster Public

    JavaScript 1

  5. AnantK2709/intution-2025 AnantK2709/intution-2025 Public

    JavaScript

  6. nitikanexus nitikanexus Public

    Python