Suryanarayanan Ramamurthy Email & Phone Number

Bengaluru, Ka, In

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

Lead and manage teams of Data Scientists and Engineers for providing AI/ML solutions for the eDiscovery line of products in APAC. Engineer to architect and integrate the AI/ML solutions into products. Create and implement a vision and strategy for Data Science to drive insights, develop predictive models, and build data-driven solutions to support our business needs. Conceptualize, research, and develop solutions based on Transformers and Generative AI. Implement new products in the eDiscovery… Show more Lead and manage teams of Data Scientists and Engineers for providing AI/ML solutions for the eDiscovery line of products in APAC. Engineer to architect and integrate the AI/ML solutions into products. Create and implement a vision and strategy for Data Science to drive insights, develop predictive models, and build data-driven solutions to support our business needs. Conceptualize, research, and develop solutions based on Transformers and Generative AI. Implement new products in the eDiscovery space for Lighthouse Global customers. - Identify best Retrieval mechanisms that suits specific use cases for RAG prompting framework.- Enhance and maintain Azure-based solution for document classification for large-size corpora powering business goals and revenue. - Created a topic identification algorithm using clustering on highly unstructured large-scale document corpora as a POC. The algorithm involves models such Transformers, umap and dbscan.- Created a product for concept search and query expansion in eDiscovery using LLM (BigBird) as a POC.- Enhance Continuous Active Learning to support Deep Learning Language models and provide scalable solutions to business problems. Show less

Bengaluru Area, India

As lead consultant, I serve as an advisor to senior management in the Artificial Intelligence (AI) and Machine Learning (ML) sphere. I oversee a research team of developers for prototyping solutions within AI/ML. By collaborating with the Director of Engineering, I serve as architect to ML solutions for eDiscovery products developed with customized C# framework. I Conceptualize, research, and analyze the performance of algorithms involving XGBoost, Transformers and SVM based Classification… Show more As lead consultant, I serve as an advisor to senior management in the Artificial Intelligence (AI) and Machine Learning (ML) sphere. I oversee a research team of developers for prototyping solutions within AI/ML. By collaborating with the Director of Engineering, I serve as architect to ML solutions for eDiscovery products developed with customized C# framework. I Conceptualize, research, and analyze the performance of algorithms involving XGBoost, Transformers and SVM based Classification. Key achievements from this role include:♦ Spearheaded creation and identification of AI/ML operations/opportunities in India; created classification frameworks and drafted proof of concepts. ♦ Architected SIMHASH-based Near Duplicate algorithm; realizing a 10 to 100-fold increase in NDD set extraction. ♦ Developed a framework to use Deep Learning methodologies. ♦ Within two months, initiated Continuous Active Learning with Support Vector Machine classification. Show less

Bengaluru Area, India

Oversaw team of developers for prototyping solutions while working with Network Integration teams to deploy Production features. Cross-collaborate with teams, including Development and QA, to ensure no deviation in requirements. Served as architect for various products in LTE data path. • Implemented ML techniques to understand customer usage patterns and trends to develop analytics tools for Verizon Internet Gateway using Python. • Stayed up to date on current industry trends to craft… Show more Oversaw team of developers for prototyping solutions while working with Network Integration teams to deploy Production features. Cross-collaborate with teams, including Development and QA, to ensure no deviation in requirements. Served as architect for various products in LTE data path. • Implemented ML techniques to understand customer usage patterns and trends to develop analytics tools for Verizon Internet Gateway using Python. • Stayed up to date on current industry trends to craft new features and implement changes. Show less

Mumbai Area, India

Collaborate with customer to identify priority performance challenges while conducting performance improvement initiatives to provide quantitative feedback on improvements. Direct performance teams to analyze, strategize, monitor, and update configurations. Coordinate with cross-functional teams to fix performance issues and create golden parameter profiles. • Identified signature events leading to degradation in performance while creating framework to monitor and provide procedures to… Show more Collaborate with customer to identify priority performance challenges while conducting performance improvement initiatives to provide quantitative feedback on improvements. Direct performance teams to analyze, strategize, monitor, and update configurations. Coordinate with cross-functional teams to fix performance issues and create golden parameter profiles. • Identified signature events leading to degradation in performance while creating framework to monitor and provide procedures to improve performance for small cells in Jio network during deployment. • Reduced need for onsite travel to identify and fix issues by 90%. Show less

Plano, Tx

Strategized, analyzed, and provided regular feedback on solutions for open ended problems while identifying traffic management solutions for heavily congested markets. Identified key signatures from data with Grid Optimization using Big Data Analytics. Created methodology to identify capacity breach events for EUTRAN. • Architected framework to provide nationwide heat map for customer and network related indicators from 500M+ records on 60M+ wireless users per day.

Overland Park, Ks

Manage, design and define VOLTE service related RAN Traffic Management policies for devices on TD and FD bands for a mix of VOLTE/non-VOLTE users.o Identify new features to enforce the traffic management policies.o Manage mobility (both coverage and capacity based) between FD/TD bands.Define Traffic Management approach for implementing Carrier Aggregation and beam forming in TD & FD bands.o Mobility and TM requirements for B41 contiguous 2x20 & 3x20 CA.o Mobility and TM… Show more Manage, design and define VOLTE service related RAN Traffic Management policies for devices on TD and FD bands for a mix of VOLTE/non-VOLTE users.o Identify new features to enforce the traffic management policies.o Manage mobility (both coverage and capacity based) between FD/TD bands.Define Traffic Management approach for implementing Carrier Aggregation and beam forming in TD & FD bands.o Mobility and TM requirements for B41 contiguous 2x20 & 3x20 CA.o Mobility and TM requirements for B25, B41 FD + TD CA.o Mobility and TM requirements for TM8 (Beam forming) capable devices.Define Traffic Management approach for heavy user throttling on eNBs and eRNCs during resource contention for data. Show less

Overland Park, Ks

QoS based design for toll free data plans (such as Netflix, Amazon etc)Analyze the gaps in the current Sprint RAN and identify areas to improve performance using SONWork with vendors to discuss the high level plans and perform Proof of Concepts for executive team.Scoping and identify business and marketing needs for Self Organizing Networks.

Overland Park, Ks

Scoping of Product/Business requirements for seamless mobility between LTE and 3G CDMA networks.Design of EHRPD architecture for providing seamless mobility between LTE and CDMA.IP architecture design, deployment, verification of all the HSGW and all interfaces between EPC and EHRPD networks in Sprint Production network.QChat (Push to Talk) deployment in EHRPD for mobility between LTE and 3G networks on LTE Dual Mode devices.Scoping of Product/Business requirements for seamless… Show more Scoping of Product/Business requirements for seamless mobility between LTE and 3G CDMA networks.Design of EHRPD architecture for providing seamless mobility between LTE and CDMA.IP architecture design, deployment, verification of all the HSGW and all interfaces between EPC and EHRPD networks in Sprint Production network.QChat (Push to Talk) deployment in EHRPD for mobility between LTE and 3G networks on LTE Dual Mode devices.Scoping of Product/Business requirements for seamless mobility between LTE/EHRPD and WiFi Access points (un-trusted and trusted modes).Scoping of Product/Business requirements for QoS framework for the LTE/WiMAX/EVDO/EHRPD RAT in Sprint to achieve capabilities including but not limited to throttling, data capping, guaranteed throughput, data optimization, filter, blocking abilities. Show less

Lenexa, Ks

Scoping of Product/Business requirements by actively working with LBS and Device product teams.Designing/Planning, in house development/vendor selection and management.Design/Identify the product framework/architecture.Test management (personnel, acceptance, integration and end to end) and deployment for projectsNext Generation Location Gateway to rationalize architectures for multiple wireless networks.Next Generation PDE for Control Plane and User Plane.Scoping of… Show more Scoping of Product/Business requirements by actively working with LBS and Device product teams.Designing/Planning, in house development/vendor selection and management.Design/Identify the product framework/architecture.Test management (personnel, acceptance, integration and end to end) and deployment for projectsNext Generation Location Gateway to rationalize architectures for multiple wireless networks.Next Generation PDE for Control Plane and User Plane.Scoping of requirements for 4G LBS scenarios (SUPL).Design and development of the tools for reporting and analysis, create processes, contingencies to eliminate or mitigate abuse/fraud.Design and development of tools to create billing, capacity usage. Provide high level trending and capacity management reports for senior management to aid budgeting and strategy. Show less

Lenexa, Ks

Lead the QA team for acceptance, end to end, integration testing and support deployment.System administration/maintenance and automation.3G Commercial Location Based Services and E911 Phase II.Implementation, design and support of Business Mobility Platform.Lead the team for certifying releases for Enhanced services platform at Sprint

Burlingame, Ca

Y2K conversion of existing Sprint Long Distance services.Creating database management modules for various services such as DCN, ITFN etc.Designed and developed Service Management Systems for new services.

Bangalore, India

 Developed various modules for Envoy product and Subsystem Control Facility (SCF) in Servernet WAN technology for HP Nonstop G-Series. Maintained the Communications Subsystem Manager (CSM) for HP Nonstop D-Series.

Ms (Honors), Engineering Management

Bachelor'S Degree, Computer Science

B.E (Honors), Computer Science

M.Sc. (Honors), Mathematics