Chinmai Anandh C.

AI Researcher

Amherst, Massachusetts, United States2 yrs experience
AI ML PractitionerAI Enabled

Key Highlights

  • Expert in 5G Core network management.
  • Proficient in multimodal medical data retrieval.
  • Strong background in software engineering and microservices.
Stackforce AI infers this person is a Telecommunications and Healthcare software engineer with expertise in 5G and multimodal retrieval systems.

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Skills

Core Skills

Information RetrievalMachine Learning5g CoreSoftware EngineeringMicroservices

Other Skills

3D medical data3D multimodal medical retrieval5G Core networkALBEFAPM toolsAlgorithmsApplication FrameworksC (Programming Language)C++Cascading Style Sheets (CSS)Data StructuresDjangoECG signalsElastic Stack (ELK)Fine Tuning

Experience

Apnimed

Machine Learning Engineer

Sep 2025Present · 6 mos · Boston, Massachusetts, United States · On-site

Bionlp lab, umass amherst

Research Assistant

Jun 2025Present · 9 mos · Amherst, Massachusetts, United States · Remote

  • Working on 3D multimodal medical retrieval using the M3D benchmark, combining clinical text, X-rays, and ECG signals to evaluate and improve cross-modal retrieval performance.
  • Currently replicating the UniIR framework, a unified retrieval model for both sparse and dense image-text matching, and extending it to support 3D medical data for benchmarking and evaluation on the M3D dataset.
3D multimodal medical retrievalclinical textX-raysECG signalscross-modal retrievalUniIR framework+4

Cisco

Software Engineer

Aug 2022Aug 2024 · 2 yrs · Bengaluru, Karnataka, India · On-site

  • I worked as a Software Engineer responsible for developing and maintaining the Session Management Function (SMF) within the 5G Core network, managing over 10 million user sessions daily. Contributed to critical features for T-Mobile, including IP retention for faster reconnection, dynamic session handling for 150+ subscriber groups, and emergency call support for deprecated hardware. Enhanced interoperability by integrating Cisco’s SMF with 5+ non-Cisco Network Functions and automated testing workflows using a Golang based tool, boosting efficiency by 30% and reducing manual effort by 50%.
Session Management Function (SMF)5G Core networkdynamic session handlingIP retentionemergency call supportGolang+3

Publicis sapient

Software Engineer Intern

May 2021Jul 2021 · 2 mos · India · Remote

  • As a Software Engineer Intern, I integrated APM tools into Spring microservices within Kubernetes clusters, enabling seamless real-time monitoring of key KPIs like traffic and latency. This allowed the team to preemptively address 80% of issues and enhanced debugging efficiency by 60% through distributed tracing, improving error resolution and bottleneck identification.
APM toolsSpring microservicesKubernetesreal-time monitoringdistributed tracingSoftware Engineering+1

Education

University of Massachusetts Amherst

Master of Science - MS — Computer Science

Sep 2024May 2026

Indian Institute of Technology, Guwahati

BTech - Bachelor of Technology — Computer Science

Jan 2018Jan 2022

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