Data Science professional with 4+ years of experience in Data Analytics, Machine Learning, and Numerical Analysis. Demonstrated track record of driving huge and meaningful impact for top multi-national product companies. Highly skilled in using Analytics tools (SQL, Python, Big Data, Machine Learning) to drive product changes that drive revenue and positive customer experience. Well experienced in metric development/monitoring, Root Cause Analysis, and Predictive Analytics. Strong educational background with dual master's degrees in Engineering and Analytics.
-
Senior Data ScientistOptumDublin, Ie -
Data ScientistOptum Oct 2023 - PresentDublin, County Dublin, Ireland -
Analyst - Business IntegrityMeta Jan 2022 - Aug 2023Dublin, County Dublin, Ireland• Perform statistical data analysis and experimentation on extremely large datasets (TBs) to drive integrity product changes that help the company unblock disabled revenue. (Tools: Presto/Hive SQL/Hadoop, Python, sklearn RCA)• Partner with Integrity/Product teams to solve large-scale global issues to reduce harm on the platform by simultaneously making sure that well-intentioned advertisers are protected from incorrect integrity actions.• Build and maintain dashboards to monitor metrics related to Advertiser Integrity Experience (SLA metrics, Issue Resolution, etc.). Perform RCA to discover factors that drive bad advertiser experience. (Tools: Presto/Hive SQL, Dashboards, Python)• Define, materialise, and utilise ROI metric for Advertiser Support Workflows (Integrity Appeals system) to make priotisation on OpEx investments• Map Advertiser Lifecycle from the Integrity perspective and size the revenue implications of various integrity actions taken on good and bad advertisers to obtain a holistic understanding of Ads Space and use it for project prioritisations. -
Analytics Research ProjectMicrosoft Mar 2021 - Aug 2021Dublin, County Dublin, Ireland• Performed extensive statistical analysis on the performance and bias characteristics of Azure Vision services.• Built a data pipeline to collect unstructured data, run automated analysis, and update results on Azure PostgreSQL database. -
Data ScientistNeviton Softech Pvt Ltd. Sep 2019 - May 2020Bengaluru Area, India• Developed a Machine Learning based tool in Python to optimize logistic operations that scaled across customers in Eastern Europe. Resulted in significant manual workload savings on site. • Collaborated with the Deep Learning team and developed an ML based statistical forecasting tool using Tensorflow. • Created a new algorithm in Python to perform software Failure Mode and Effects Analysis using Fuzzy-Art Neural Networks.• Created a client-side web application to visualize Cargo Loading optimization processes using Flask in Python. -
Virtual Product Analyst (Associate Engineer)Caterpillar Inc. Jul 2016 - Aug 2018Chennai Area, India• Optimized the operation of legacy systems and products by partnering with clients in the US and achieved savings in experimentation investments. • Engaged with process partners in UK to carry out Numerical Modelling of Marine IC Engines and reduced the turnaround time for design improvements by one third.• Provided 3 months’ training to junior employees on improving critical thinking skills and collaboration techniques.• Defined new metrics for post-processing tasks in StarCCM+ experimentations and automated the process by using scripts leading to a 40% improvement in turnaround times. • Performed standardized analyses for mechanical products by collaborating with the R&D team and derived key insights for improved product performance. -
Teaching AssistantIndian Institute Of Technology, Madras Jul 2015 - Dec 2015Greater Chennai Area• Assisted MTech students at Internal Combustion Engines lab. -
TutorCollege Of Engineering, Trivandrum Jun 2012 - Mar 2014Trivandrum, Kerala, India• Taught subjects in Mechanical Engineering to Second year BTech students aspiring for higher grades.• Coached/Instructed students for Graduate Aptitude Test in Engineering.
Unnikrishnan Puthumana Skills
Unnikrishnan Puthumana Education Details
-
First Class Honors -
First Class With Distinction -
First Class With Distinction -
First Class With Distinction
Frequently Asked Questions about Unnikrishnan Puthumana
What company does Unnikrishnan Puthumana work for?
Unnikrishnan Puthumana works for Optum
What is Unnikrishnan Puthumana's role at the current company?
Unnikrishnan Puthumana's current role is Senior Data Scientist.
What schools did Unnikrishnan Puthumana attend?
Unnikrishnan Puthumana attended University College Dublin, Indian Institute Of Technology, Madras, Great Lakes Institute Of Management, College Of Engineering, Trivandrum.
What skills is Unnikrishnan Puthumana known for?
Unnikrishnan Puthumana has skills like Arima, Data Science Pipelines, Data Pipelines, Research And Development, Scikit Learn, Kpi Dashboards, Data Science, Statistical Analysis, Predictive Modeling, Numerical Analysis, Data Preparation, Object Oriented Programming.
Who are Unnikrishnan Puthumana's colleagues?
Unnikrishnan Puthumana's colleagues are Drisya M S, Ashley Gorman, Anisha Khandelwal, Pooja Balavanthula, John Pham, Michael Mockus, Kancharapu Rajesh.
Not the Unnikrishnan Puthumana you were looking for?
-
unnikrishnan puthumana
United Arab Emirates -
Unnikrishnan Puthumana
United Arab Emirates
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial