Nitishkumar Kumar

About

AI and Machine Learning graduate with hands-on experience building end-to-end intelligent systems, including RAG-based LLM applications, computer vision pipelines, and local chatbots. Delivered production-oriented solutions that improved automation, reduced manual workload, and increased accuracy across support and media workflows.

Experience

• Digital Marketing
  NAFA Real Estate · Dubai
  2025 – Present
• Team Head & Head of Video Editing
  Sastra Fotohub
  Jan 2022 – Jan 2024

Education

• MSc Artificial Intelligence & Machine Learning
  University of Birmingham — Dubai Campus
  Artificial Intelligence & Machine Learning · 2025
• B.Tech
  SASTRA Deemed University
  Electronics & Communications Engineering · 2024
• Comp-Science
  Asian International Private School
  Science
• Math-science
  Asian International Private School
  Science

Skills

• Git
• GitHub
• Adobe After Effects
• Adobe Premiere Pro
• Python
• Power BI
• VS Code
• JavaScript
• NumPy
• Pandas
• PyTorch
• TensorFlow
• LangChain
• After Effects
• RAG
• CNN
• Photoshop
• Lightroom
• C++
• Ollama
• Lstm
• Vision Transformers
• Mobilenetv2
• Resnet-50

Projects

• Indoor Positioning System using Li-Fi
  MATLAB, RSS, Trilateration

  Undergraduate thesis modeling indoor signal environments for high-accuracy positioning.

• Fractional Power Coefficient Optimisation in NOMA Systems
  SystemVue, Superposition Coding, SIC

  Undergraduate thesis on downlink NOMA optimisation for spectral efficiency and throughput in 5G networks.

• Local AI Chatbot using LLaMA 3
  LLaMA 3, LangChain, Ollama, NLP

  Developed a fully local, privacy-preserving conversational AI for contextual multi-turn conversation handling.

• AI Customer Support Agent
  RAG, LLM, NLP

  Built a retrieval-augmented generation support system that autonomously resolves customer FAQs and reduces manual intervention.

• ShotScout: AI-Based Video Clip Sorter
  ResNet-50, CNN-LSTM, MobileNetV2, Vision Transformers, Computer Vision

  Master's thesis project at the University of Birmingham Dubai for automated video quality assessment, lighting evaluation, and facial emotion labeling.

Courses & certifications

• Fundamentals of Deep Learning · NVIDIA Deep Learning Institute · 2024
• Data Science Program · IIT Bhubaneswar · 2022

🗣️ Languages

• english · Fluent
• Hindi · Professional
• Tamil · Native

⚽ Extracurricular activities

• Sastra Fotohub — Photography & Filmmaking Club

  Led creative project delivery and video editing operations for the club.