Projects: As part of the AI Algorithm team, I worked on a project for building and improving computer-vision based AI solutions for Qualcomm chipsets. I worked on 3 main AI Algorithms, namely Super Resolution (gaming/video), Frame interpolation(video/gaming) and Action Recognition (video) for mobile and automobile clients.My roles and responsibilities included:1. Training models: Worked on training, validation and fine-tuning vision models for mobile and automobile use-case, in… Show more Projects: As part of the AI Algorithm team, I worked on a project for building and improving computer-vision based AI solutions for Qualcomm chipsets. I worked on 3 main AI Algorithms, namely Super Resolution (gaming/video), Frame interpolation(video/gaming) and Action Recognition (video) for mobile and automobile clients.My roles and responsibilities included:1. Training models: Worked on training, validation and fine-tuning vision models for mobile and automobile use-case, in TensorFlow framework. 2. Developing & integrating Pipelines: Designing and implemented graph-based automated process flow pipelines for AI solutions using NetworkX; Creating end-to-end process pipeline using python and Github Actions for training, validation, inference, quantization, monitoring and visualization for delivering deployment ready AI models.3. Research & Analysis: Performing competitive analysis, secondary research, trend-analysis, gap analysis, root cause analysis, benchmark analysis to reviewing gaps and opportunities for new & existing product features; Collaborating with cross functional teams to understand and mitigate the bottlenecks.4. Quality Assurance: Creating scripts to track, validate and report quality of input data, process pipelines and end product; Setting up best practices for documentation; Setting up smooth issue tracking; Manual testing for visual outputs; Creating interactive plots to understand data metrics.5. Reporting and Visualization: Creating automated and manual reports for ad-hoc analysis and client presentations; Creating bi-weekly/monthly reports to track progress, performance and KPI on ongoing tasks.6. Performance & Optimization: Creating scripts to quantize AI model and collaborating with deployment teams to optimize model to meet the performance and power efficiency on hardware.7. Documentation, Training and Demos: Creating documentation related to requirements, implementation, testing, onboarding and product release; Creating demos. Show less

1. Worked on defining, maintaining and updating Dataset requirements for AI use-cases.2. Worked on creating customized dataset (annotation & augmentation) for training, testing and fine-tuning AI models as per business requirements.3. Worked on visualizing data labels & KPI metrics using OpenCV and Matplotlib.4. Worked on configuring and customizing Google Map SDK on WebApp and mobile to capture data.5. Worked to capturing dataset from various gaming consoles.6. Worked on… Show more 1. Worked on defining, maintaining and updating Dataset requirements for AI use-cases.2. Worked on creating customized dataset (annotation & augmentation) for training, testing and fine-tuning AI models as per business requirements.3. Worked on visualizing data labels & KPI metrics using OpenCV and Matplotlib.4. Worked on configuring and customizing Google Map SDK on WebApp and mobile to capture data.5. Worked to capturing dataset from various gaming consoles.6. Worked on continuous improvement of AI model's performance and was responsible for its quality evaluation.7. In-charge of competitive analysis, tracking data benchmarks, identifying trends in data and automating reports for stakeholders. Show less

1. Gathering, analysing and documenting business requirements 2. Creating functional requirement document, business requirement document, use-cases, wireframe, visual designs, data model, entity relationship diagram, use case diagram, as-is process flow, to-be process flows, business workflows, user acceptance criteria, test plans, test cases, product roadmap, release & sprint plan, RFP, business case etc3. Performing competitive analysis, gap analysis and secondary research to better… Show more 1. Gathering, analysing and documenting business requirements 2. Creating functional requirement document, business requirement document, use-cases, wireframe, visual designs, data model, entity relationship diagram, use case diagram, as-is process flow, to-be process flows, business workflows, user acceptance criteria, test plans, test cases, product roadmap, release & sprint plan, RFP, business case etc3. Performing competitive analysis, gap analysis and secondary research to better understand the requirements, audience segment & market. 4. In-charge of prioritizing requirements and managing product backlog5.In-charge of analysing, documenting and managing change request from client6. Monitoring and managing scope, effort & schedule of project 7. Reviewing the performance and quality of client deliverable8. Collaborating and managing stakeholders 9. Responsible for being subject matter expert, product owner & techno-functional consultant for agile projects10. Working with cross functional teams in different geo-locations to test and verify that the solution meets the business requirements11. Led testing team of 7 people and RE Team of 37 people12. Performing user acceptance testing and providing sign-off (android, IOS and web app)13. Creating user manual, case study & onboarding video tutorials; Conducting meetings and training sessions for teams; Giving product demos and client presentations14. Creating interactive dashboards and reports on status & progress of KPIs15. Automating report on PMO Activities using R Programming language16. Managing conflicts and working towards issue resolution between teams17. Documenting a comprehensive view of project’s current business processes and suggesting improvements to business processes.18. Implementing Image classification solution for a field service client using AI enabled Salesforce platform, Salesforce Einstein19. Awarded the ‘Most Valuable Employee – Champion Consultant’ Award – Infosys, (2017) Show less

1. Managing digital assets and business process workflows on OpenText Enterprise Content Management platform2. Creating user profiles/roles, permissions and validations rules using LDAP Authentication3. Working on customization of platform – Digital Asset Manager & Digital Administrator as part of Development team4. Successfully enabling bulk migration of assets 5. Using SQL queries to access & update information in Oracle database6. Working on Production support team 7.… Show more 1. Managing digital assets and business process workflows on OpenText Enterprise Content Management platform2. Creating user profiles/roles, permissions and validations rules using LDAP Authentication3. Working on customization of platform – Digital Asset Manager & Digital Administrator as part of Development team4. Successfully enabling bulk migration of assets 5. Using SQL queries to access & update information in Oracle database6. Working on Production support team 7. Interacting directly with clients to understand issues on Production environment8. Fixing bugs on Production environment based on tickets logged in JIRA9. Reporting to senior manager on incident management status 10. Sending EOD statuses to client on KPIs on Production Environment and the compiled status of team’s effort11. Rated as ‘OUTSTANDING EMPLOYEE’ in HCL (2012) Show less