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niksust/README.md

Hi, I’m Nitesh Khadka 👋

🚀 Senior Computer Engineer | AI & Machine Learning Engineer 📍 Kathmandu, Nepal

I am a Senior Computer Engineer and AI Engineer with 6+ years of experience delivering end-to-end Machine Learning and Analytics solutions across telecom, healthcare automation, and enterprise platforms. My work spans Generative AI (LLMs), MLOps, Distributed Data Systems, and Product Lifecycle Management, with a strong focus on translating advanced research into measurable business impact.


🧠 Core Expertise

  • 🤖 Generative AI & LLM Systems (RAG, Fine-tuning, NLP)
  • 📊 Predictive Analytics & Forecasting (Churn, Traffic, Segmentation)
  • 🧱 MLOps & Production ML (MLflow, CI/CD, Docker, Kubernetes)
  • 🗄️ Big Data & Distributed Systems (Hive, Impala, Greenplum)
  • 🧩 Product Strategy & Stakeholder Management (SDLC, GTM)

🛠️ Tech Stack

AI & Machine Learning TensorFlow · HuggingFace Transformers · BERT · GPT · T5 · Ollama

MLOps & Cloud MLflow · Docker · Kubernetes · Jenkins · Git · Grafana · AWS · Hybrid / On‑Prem

Data Platforms Cloudera Data Platform · Hive · Impala · Greenplum · PostgreSQL · MongoDB · OracleDB

Engineering & Product Agile · SDLC · GTM Strategy · Business Case Development · Executive Reporting


💼 Professional Experience

Ncell Axiata Limited — Kathmandu, Nepal

Senior Business Analyst (Strategy & BI / Analytics) Jun 2024 – Present

Product Engineer (IT / Product & DevOps) Apr 2022 – May 2024

Assistant Engineer (IT / Product & PnSDM) Jun 2020 – Apr 2022


Smart Data Solutions — Lalitpur, Nepal

Project Developer (EDI & OCR) Feb 2020 – Jun 2020


Rosebay Consulting — Kathmandu, Nepal

Machine Learning Engineer May 2019 – Nov 2019


📚 Research & Publications

  • ACM Journal (2021): Towards Developing Uniform Lexicon Based Sorting Algorithm for Indo‑Aryan Languages
  • IEEE (2019): Multilingual Text Categorization of Indo‑Aryan Languages DOI: 10.1109/ECACE.2019.8679445
  • MSc Thesis (2026): Short‑Term Internet Traffic Forecasting for ISP Capacity Planning Using ANN & LSTM
  • BSc Thesis (2018): Comparative Study on Computational Linguistics of South Asian Languages

🎓 Education

  • MSc Data Science & Computational Intelligence — Coventry University (via Softwarica College) | Class of 2026
  • BSc Computer Science & Engineering — SUST | CGPA: 3.27 / 4.00 | 2014 – 2018

📜 Certifications

  • Microsoft — Deep Learning Explained (EDX)
  • Microsoft — Data Analytics Professional Certification
  • Microsoft — Project Management Professional Certification
  • AWS — Fundamentals Specialization

🌐 Connect With Me


I focus on building AI systems that scale — from research to production, from models to measurable business outcomes.

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