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@forefrontanalytics.com.au
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Ilana Lichtenstein is listed as Data Scientist at Australian Public Service at Australian Public Service, a company with 15948 employees, based in Melbourne, Victoria, Australia. AeroLeads shows a work email signal at forefrontanalytics.com.au, phone signal, and a matched LinkedIn profile for Ilana Lichtenstein.
Ilana Lichtenstein previously worked as Executive Level Data Scientist at Australian Public Service and Principal Data Scientist at Forefront Analytics. Ilana Lichtenstein holds Phd, School Of Information Technology from University Of Sydney.
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AeroLeads found 1 current-domain work email signal for Ilana Lichtenstein. Compare company email patterns before reaching out.
I am a data science professional with industry and research experience. I presently work for the Australian Bureau of Statistics and have the opportunity to work with large structured and unstructured datasets to sift through noise, and generate insights for our public decision makers. I am currently interested in exploring the use of retrieval augmented generation and knowledge graph architectures for information retrieval within organizations. I am also learning about and working in the AI governance and ethics space.I make an effort to keep my ML skills current through reading, completing short online courses (see below) and attending meetups and seminars. I work well within multi-disciplinary teams and enjoy the art of conveying data-driven insights to business in a meaningful way. I also participate in Data Science for social good initiatives where I can.
Listed skills include Machine Learning, Business Analysis, R, Research, and 16 others.
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A career timeline built from the work history available for this profile.
Melbourne, Australia
- developing ML/DL models with deep learning frameworks (h2o.ai, tensorflow, pytorch)- building NLP pipelines with pytorch, transformers, and spacy frameworks- building custom interactive data science apps with streamlit, dash, shiny
Melbourne, Australia
I developed and deployed analytics models in SAP/AWS cloud-hosted applications including for the following use cases:- identifying anomalies and change-points in streaming sensor data using time series and clustering techniques - forecasting product supply - scenario modeling to assist an FMCG production planning team identify feasible, low cost purchasing.
Melbourne, Australia
Employed time-series analysis techniques for improved milk supply forecasting.
Melbourne, Australia
Casual tutor. Introduction to algorithms: basic sort and search algorithms, time and space complexity analysis, recursion, object-oriented programming concepts. Algorithms are described in conventional pseudo code and implemented in Python. AI and Machine Learning: graph-search algorithms (BFS,DFS,A-star), Markov Decision Processes, Bayesian Networks.
Victoria, Australia
Analysed interactions between genomic variations (snps) identified through genome wide association studies. Performed network analysis with SciPy and visualisation with matplotlib packages.
Sydney, Australia
As a NICTA enhanced PhD student, I worked with the statistical machine learning group in Canberra. Project work related to detecting "active subnetworks", or annotated pathways, associated with biological conditions. Machine Learning tools used include probabilistic graphical models (Markov Random Fields) and statistical methods.
Sydney, Australia
My PhD studies were partly based at the Centenary Institute. Tasks included normalisation and differential expression analysis of microarray/RT-PCR gene expression data, purchase of institute network analysis software and organisation of training. I conducted presentations, meetings and liased with biological scientists throughout my PhD.
Melbourne, Australia
Client: Transurban - Prepared and executed system test cases, conducted meetings and walkthroughs, liased with business analysts and developers, identified project issues and risks.
Melbourne, Australia
Appealed decisions of the Patent Commissioner to grant/reject patents, worked widely on patent and trade mark infringement, and trade practices issues. Prepared legal advice, court documents and conducted legal research.
Melbourne, Australia
Reviewed patent material (scientific literature), drafted legal submissions, interviewed expert scientific witnesses and drafted affidavits for an international patent dispute. Drafted software licence agreements and supply of software and services agreements.
Melbourne, Australia
SAP NetWeaver and Business Information Warehouse (BW) - Peformed data warehouse extraction, front-end customisation, integration testing, system administration tasks, and prepared functional and technical specifications. Clients were in the financial and resources sectors. Completed 5 day SAP BW skills training. BExQuery Designer, BEx Analyzer.
Other employees you can reach at apsjobs.gov.au. View company contacts for 15948 employees →
Matthew Mennilli
Colleague at Australian Public Service
Canberra, Australian Capital Territory, Australia, Australia
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Kobi Kenny-Bell
Colleague at Australian Public Service
Greater Adelaide Area, Australia
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RC
Ryan Capone
Colleague at Australian Public Service
Adelaide, South Australia, Australia, Australia
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Ian Allen
Colleague at Australian Public Service
Stirling, South Australia, Australia, Australia
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Ben Lawrence
Colleague at Australian Public Service
Canberra, Australian Capital Territory, Australia, Australia
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KT
Koshy Thomas
Colleague at Australian Public Service
Canberra, Australian Capital Territory, Australia, Australia
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JD
Jason Dick
Colleague at Australian Public Service
Adelaide, South Australia, Australia, Australia
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JR
Julie Rawlins
Colleague at Australian Public Service
Brisbane City, Queensland, Australia, Australia
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MV
Melissa Visser
Colleague at Australian Public Service
Greater Newcastle Area, Australia
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KM
Katie Marks
Colleague at Australian Public Service
Annandale, Queensland, Australia, Australia
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Quick answers generated from the profile data available on this page.
Ilana Lichtenstein works for Australian Public Service.
Ilana Lichtenstein is listed as Data Scientist at Australian Public Service at Australian Public Service.
AeroLeads has found 1 work email signal at @forefrontanalytics.com.au for Ilana Lichtenstein at Australian Public Service.
AeroLeads has found 2 phone signal(s) for Ilana Lichtenstein at Australian Public Service.
Ilana Lichtenstein is based in Melbourne, Victoria, Australia while working with Australian Public Service.
Ilana Lichtenstein has worked for Australian Public Service, Forefront Analytics, Devondale Murray Goulburn, Monash University, and Nicta.
Ilana Lichtenstein's colleagues at Australian Public Service include Matthew Mennilli, Kobi Kenny-Bell, Ryan Capone, Ian Allen, and Ben Lawrence.
You can use AeroLeads to view verified contact signals for Ilana Lichtenstein at Australian Public Service, including work email, phone, and LinkedIn data when available.
Ilana Lichtenstein holds Phd, School Of Information Technology from University Of Sydney.
Ilana Lichtenstein is listed with skills including Machine Learning, Business Analysis, R, Research, Software Development, Data Mining, Algorithms, and Python.
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