Hemant paralkar

Software Engineer

San Francisco, California, United States17 yrs 10 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • Expert in Life Science Analytics Cloud (LSAC)
  • Proven track record in data-driven decision making
  • Strong leadership in technical project delivery
Stackforce AI infers this person is a Data Analytics and Cloud Computing expert in the Healthcare and Fintech industries.

Contact

Skills

Core Skills

Cloud TechnologiesData AnalyticsMachine LearningCloud ComputingDatabase Administration

Other Skills

AWS SageMakerAWS ServicesAmazon Web Services (AWS)Artificial Intelligence (AI)Backup and RecoveryClinical Data GovernanceCloud ArchitectureData AnalysisData IngestionData MappingData MiningData ModelingData ScienceData VisualizationDeep Learning

About

Accomplished Technical Lead Analyst with Extensive Experience and substantial knowledge in the field of Data Analytics, Machine learning, Artificial Intelligence, Deep learning, Visualization, Cloud Technologies and Business Intelligence in the information technology and services industry domains such as Pharma Analytics, Financial, Banking, Telecom, and Health care. Specialized in Saama's Life Science Analytics Cloud (LSAC), which is a key differentiator between Saama and its competitors. Extensive experience in Saama proprietary application platforms including modules within LSAC like – CB (Cohort Builder), TPO (Trial Planning Optimizer), CDO (Clinical Development Optimizer) and CDH (Saama proprietary solution - Clinical Data Hub). Seasoned professional possessing the technical and interpersonal skills to provide exceptional project deliverables.

Experience

Saama

3 roles

Principle Software Engineer

Jul 2024Present · 1 yr 8 mos

LSAC Technical Lead Engineer

Feb 2023Present · 3 yrs 1 mo

  • Define overall technical and logical cloud architecture for the clinical data hub (cdh) platform to support functional use cases.
  • Develop and modify systems using scientific analysis and mathematical models for predicting outcomes with the help of lsac cdh.
  • Work on the enhancement and customization of various applications within lsac(propritary to saama) - sam, sda, space, operational and clinical insights and risk bases monitoring(rqbm).
  • Participate in data modelling and data mapping for relevant processes. analyze user needs and system requirements to determine feasibility of design within available constraints, verify stability, inoperability, security or scalability.
  • Ingestion of data from different data sources like edc, ctms, financials, epro, ivrs, labs, multimomics, biomarkers and real world data together into a unified model of cdh that accelerates clinical development outcomes.
  • Responsible for handling product development and supporting customer projects which involved the usage of lsac.
  • Onboarding new study and vendor sources in cdh and development of transformation maps and data quality rules in lsac clinical data hub(cdh).
  • Develop processes to handle audit, balancing, reconciliation and error handling through the use of extract development tools or custom developed procedures.
  • Analyze the system capabilities and requirements by storing and manipulating data inputs.
  • Design and document data flows for explaining internal and external teams based on the need. mentor and groom fellow team members and ensure all the engineering best practices are followed while building lsac capabilities.
  • Identify components for performance optimization and provide inputs for optimization.
  • Recommend software upgrades for the existing programs and systems in client environment by building proof of concepts(poc) and demonstrate lsac capabilities.
  • Provide expertise and direction around handling clinical data governance and parallel run data validations.
Cloud ArchitectureData ModelingData MappingData IngestionClinical Data GovernancePerformance Optimization+2

Lead Consultant

Mar 2019Present · 7 yrs

Harman international

Principle Engineer Product Development

Sep 2017Apr 2019 · 1 yr 7 mos · Pune/Pimpri-Chinchwad Area

  • Served as a data science expert in designing , developing and implementing deep learning methodologies and newer modelling at scale.
  • Handled multiple medium to large scale projects in a team environment that includes the rest of the data science/engineering team.
  • Raft detailed scope of assigned projects, addressing suggested methodology and execution framework.
  • Execute on the plan with appropriate data mining, analytical and data science techniques.
  • Selecting features, building and optimizing classifiers using machine learning algorithms.
  • Enhancing data collection procedures to include information that is relevant for building analytic systems.
  • Processing, cleansing and verifying the integrity of data used for analysis. doing ad-hoc data analysis and presenting results in a clear manner.
  • Creating automated anamoly detection systems and constant tracking of it's performance.
  • Accoutable for the quality of the end solution or model by planning the required reviews on code and process.
  • Create necessary documents, discuss and review with risk management group to maintain and enhance model performance score and make it production ready.
  • Build on team's technical skills and business knowledge.
  • Enhance existing techniques by promoting new methodologies and best practices in the data science field.
  • Provide subject matter expertise and quality assurance on deep learning methodologies.
  • Ensure all the project document is upto date and all projects are reviewed as per the plan.
Deep LearningData ScienceData AnalysisMachine LearningData Analytics

Wipro

Lead Administrator

Oct 2014Sep 2017 · 2 yrs 11 mos · Pune

  • Understanding business needs and translate them into effective solutions that improve processes, increase productivity and reduce cost.
  • Designed system architectures, applications and infrastructure for the client based on requirements and revamped the existing environment as per the designated standards.
  • Coordinating with client stakeholders for new integrations and enhancements within the project current scope and identify business issues through careful coordination.
  • Accomplished financial objectives by forecasting the requirements, preparing annual budgets, scheduling expenditures, analysing variance and initiating corrective actions.
  • Planned and implemented security measures to safeguard vital business data.
  • Worked on end to end design, setup, migrations and upgrades for the existing client systems.
  • Worked on provisioning analytical solutions with aws services like sagemaker, glue, athena, quicksight and redshift.
  • Worked as a single point of contact(spoc) from client location is Singapore on critical enhancements.
  • Extensively worked on automations, security and site reliability.
  • Documented technical designs and standard operating procedures for the project with technical and functional specifications.
  • Implemented bi-directional replication setup for the critical project enhancement and data security management.
System ArchitectureSecurity MeasuresAWS ServicesCloud ComputingDatabase Administration

Atos

Senior Oracle database Administrator

Aug 2011Oct 2014 · 3 yrs 2 mos · Pune/Pimpri-Chinchwad Area

  • Description:
  • Project included transition and support for biggest gas company in France, Gaz De France(GDF-suez).
  • Worked as Customer landscape co-ordinator for GDF suze for the span of 6 months. It included successful project transition to
  • Atos being part of knowledge transfer from client location in Paris.
  • Responsibility:
  • Supporting various oracle database versions with RAC and standalone configurations.
  • Worked as customer landscape coordinator (CLC) for one of the client.
  • Role involved supporting junior DBA in their day today tasksand grooming them.
  • As well as attending various customer meetings to understand requirements and future capacity planning.
  • Working on database activities as well as to provide oncall support.
  • Worked as a core Oracle Database Administrator. Managing around 500+ Databases
  • Database size vary between 30 GB to 2 TB, includes Standalone, Physical standby, RAC environments.
Oracle Database AdministrationRAC ConfigurationBackup and RecoveryDatabase Administration

Capgemini

Oracle Database Administrator

Jun 2008Aug 2011 · 3 yrs 2 mos · Mumbai Metropolitan Region

  • Responsibility:
  • Monitoring RAC instances on Unix/Linux platform and performing the administration task database level and
  • cluster level.
  • Installation & Configuration of Oracle database, maintenance of oracle software, managing database and space,
  • object management in both standalone as well as High Availability environment.
  • Applied oracle Critical patch update (CPU) as well as one-off adhoc Patch of RDBMS using Opatch.
  • Implementation & Configuration of RMAN backup, Hot Backup, Cold Backup, Logical Backup.
  • Manage approved Oracle special features that are associated with the physical DBMS.
  • Implemented backup and recovery strategies.
  • Extensively used conventional and RMAN for backup and Disaster recovery.
  • Implementation of RMAN incremental database backup policies using various backup tools.
  • Performed restoration and recovery of database from NBU Net backup and TSM vendor.
  • Efficient in handling the various backup and recovery scenario of databases.
  • As well as Managing and creating backup policies using RMAN on production environment.
  • Performance tuning of SQL Query level, Database level,Server level.
  • Advising the application programmer and SA for the opportunities in tuning the application.
  • Involved in performance monitoring and tuning and Configured securities and access to production databases.
  • Troubleshoot Database performance issues using AWR, ADDM, ASH reports.
  • Refresh Test/Dev/Quality/Training environment from Production as per the client requirements.
  • Designed and Implemented database security using Oracle roles and privileges & securities.
Oracle Database AdministrationPerformance TuningBackup and RecoveryDatabase Administration

Education

Shivaji University

Bachelor of Engineering (B.E.) — Electronics engineering

Jan 2003Jan 2007

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