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Lichingngamba Tensubam

AI Engineer @Alcatel Lucent Enterprise | PhD Researcher | ML Ops + NLP | PyTorch | TensorFlow | AWS

Bengaluru

3+ years of work experience

Alcatel-Lucent Enterprise
Nov 20232 yrs 11 mosPresent

Bengaluru

• Architected and deployed OV AIVA, a production-grade advanced multi-agent system designed for the OVNG Network Management suite, achieving ≥92% intent classification accuracy and delivering real-time network insights with dynamic next-query recommendations to operators. • Engineered a Dynamic Function Calling Agent with context-aware tool selection, cutting intent-resolution latency by 30% and optimizing the data pipeline for efficient inference on Mistral 7B small LLMs. • Drove end-to-end ML lifecycle in a high-velocity environment, spanning Kafka-based data preprocessing, model training (TensorFlow/PyTorch), and CI/CD containerized deployment (Docker, k8s), shipping features at startup pace within an enterprise environment.
Alcatel-Lucent Enterprise
Aug 20233 mosOct 2023

Bengaluru, Karnataka, India

• Developed PoC for real-time telemetry anomaly detection, ingesting and processing 10K+ events/sec to surface root-cause alerts. • Partnered with cross-functional teams to integrate ML insights into existing monitoring dashboards, improving mean time to detect (MTTD) by 25%.
Defence Research and Development Organisation (DRDO)
Nov 20227 mosMay 2023

Bengaluru

• Benchmark transformer architectures (e.g., BioMegatron) on domain-specific corpora, achieving a 4% F1 improvement over baseline NER models. • Fine-tuned large language models via NVIDIA NeMo to enhance medical-entity classification in unstructured clinical reports.
Aug 20224 mosNov 2022

Bengaluru

• Built a Dockerized SSML-driven Text-to-Speech service using Coqui-TTS, supporting multilingual inputs and achieving <150 ms synthesis latency. • Integrated REST API endpoints and container orchestration for scalable speech-generation workflows.
GitHub
@lichingngamba
Personal portfolioliching.pages.dev

Lichingngamba’s AI Stack

anthropic apis
anthropic apis
claude code
claude code
hugging face
hugging face
langfuse
langfuse
langgraph
langgraph
mistral
mistral

Education

Alliance University

Doctor of Philosophy - PhD, Artificial Intelligence

Alliance University

20263 yrs2029
M. S. RAMAIAH UNIVERSITY OF APPLIED SCIENCES

Master of Technology - MTech, Data science and engineering

M. S. RAMAIAH UNIVERSITY OF APPLIED SCIENCES

20212 yrs2023

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Headline

AI Engineer @Alcatel Lucent Enterprise | PhD Researcher | ML Ops + NLP | PyTorch | TensorFlow | AWS

About

As a Software Engineer at Alcatel-Lucent Enterprise, I contribute to the development of advanced AI-driven systems, including the architecture and deployment of OV AIVA, a multi-agent system for network management. My work focuses on optimizing machine learning pipelines, leveraging tools like PyTorch, TensorFlow, Docker, and Kubernetes to enhance operational efficiency and insights. Currently pursuing a PhD in Artificial Intelligence at Alliance University, I aim to explore cutting-edge advancements in AI while building on my academic foundation, which includes an MTech in Data Science and Engineering. My areas of focus include ML Ops, NLP, and the integration of AI into real-world systems to enable intelligent decision-making and operational excellence.

Location

Bengaluru

AI stack

anthropic apis

claude code

hugging face

langfuse

langgraph

mistral

Work experience

Software Engineer at Alcatel-Lucent Enterprise, Nov 2023 - Present · 2 yrs 11 mos, Bengaluru, • Architected and deployed OV AIVA, a production-grade advanced multi-agent system designed for the OVNG Network Management suite, achieving ≥92% intent classification accuracy and delivering real-time network insights with dynamic next-query recommendations to operators. • Engineered a Dynamic Function Calling Agent with context-aware tool selection, cutting intent-resolution latency by 30% and optimizing the data pipeline for efficient inference on Mistral 7B small LLMs. • Drove end-to-end ML lifecycle in a high-velocity environment, spanning Kafka-based data preprocessing, model training (TensorFlow/PyTorch), and CI/CD containerized deployment (Docker, k8s), shipping features at startup pace within an enterprise environment.

AIML Engineer at Alcatel-Lucent Enterprise, Aug 2023 - Oct 2023 · 3 mos, Bengaluru, Karnataka, India, • Developed PoC for real-time telemetry anomaly detection, ingesting and processing 10K+ events/sec to surface root-cause alerts. • Partnered with cross-functional teams to integrate ML insights into existing monitoring dashboards, improving mean time to detect (MTTD) by 25%.

Research And Development Intern at Defence Research and Development Organisation (DRDO), Nov 2022 - May 2023 · 7 mos, Bengaluru, • Benchmark transformer architectures (e.g., BioMegatron) on domain-specific corpora, achieving a 4% F1 improvement over baseline NER models. • Fine-tuned large language models via NVIDIA NeMo to enhance medical-entity classification in unstructured clinical reports.

NLP Research Intern at Rank IT Vision PVT. LTD, Aug 2022 - Nov 2022 · 4 mos, Bengaluru, • Built a Dockerized SSML-driven Text-to-Speech service using Coqui-TTS, supporting multilingual inputs and achieving <150 ms synthesis latency. • Integrated REST API endpoints and container orchestration for scalable speech-generation workflows.

Education

Doctor of Philosophy - PhD, Artificial Intelligence, Alliance University

Master of Technology - MTech, Data science and engineering, M. S. RAMAIAH UNIVERSITY OF APPLIED SCIENCES

Public links

github: https://github.com/lichingngamba

liching.pages.dev: https://liching.pages.dev/