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	<title>workflows Archives - Chemetrix</title>
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		<title>The Intelligent Lab: How AI and Advanced Metabolomics are Redefining Scientific Discovery</title>
		<link>https://chemetrix.co.za/the-intelligent-lab-how-ai-and-advanced-metabolomics-are-redefining-scientific-discovery/</link>
					<comments>https://chemetrix.co.za/the-intelligent-lab-how-ai-and-advanced-metabolomics-are-redefining-scientific-discovery/#respond</comments>
		
		<dc:creator><![CDATA[Aden May]]></dc:creator>
		<pubDate>Mon, 16 Mar 2026 09:00:03 +0000</pubDate>
				<category><![CDATA[Article]]></category>
		<category><![CDATA[Upcoming and New Events]]></category>
		<category><![CDATA[Agilent 6545 LC/Q-TOF]]></category>
		<category><![CDATA[AI]]></category>
		<category><![CDATA[Artificial intelligence]]></category>
		<category><![CDATA[Automation]]></category>
		<category><![CDATA[biopharma]]></category>
		<category><![CDATA[Biopharma solutions]]></category>
		<category><![CDATA[biopharmaceuticals]]></category>
		<category><![CDATA[biopharmaceuticals and cell biology]]></category>
		<category><![CDATA[fast-evolving]]></category>
		<category><![CDATA[fetal bovine serum (FBS)]]></category>
		<category><![CDATA[Intelligent Lab]]></category>
		<category><![CDATA[Lab Automation]]></category>
		<category><![CDATA[machine learning]]></category>
		<category><![CDATA[Metabolomics]]></category>
		<category><![CDATA[workflows]]></category>
		<guid isPermaLink="false">https://chemetrix.co.za/?p=7314</guid>

					<description><![CDATA[The pace of scientific discovery is no longer governed solely by the physical limits of manual experimentation. We are currently witnessing a shift that is as transformative as the invention of the microscope itself. Artificial Intelligence (AI) and advanced metabolomics are reshaping how science is conducted, moving research from a &#8220;trial-and-error&#8221; model to a predictive, &#8230; <a href="https://chemetrix.co.za/the-intelligent-lab-how-ai-and-advanced-metabolomics-are-redefining-scientific-discovery/" class="more-link">Continue reading<span class="screen-reader-text"> "The Intelligent Lab: How AI and Advanced Metabolomics are Redefining Scientific Discovery"</span></a>]]></description>
										<content:encoded><![CDATA[<p><img decoding="async" fetchpriority="high" class="alignnone size-large wp-image-7344" src="https://chemetrix.co.za/wp-content/uploads/2026/02/all2-2-1024x512.jpg" alt="" width="840" height="420" srcset="https://chemetrix.co.za/wp-content/uploads/2026/02/all2-2-1024x512.jpg 1024w, https://chemetrix.co.za/wp-content/uploads/2026/02/all2-2-300x150.jpg 300w, https://chemetrix.co.za/wp-content/uploads/2026/02/all2-2-768x384.jpg 768w, https://chemetrix.co.za/wp-content/uploads/2026/02/all2-2.jpg 1200w" sizes="(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px" /></p>
<p>The pace of scientific discovery is no longer governed solely by the physical limits of manual experimentation. We are currently witnessing a shift that is as transformative as the invention of the microscope itself. Artificial Intelligence (AI) and advanced metabolomics are reshaping how science is conducted, moving research from a &#8220;trial-and-error&#8221; model to a predictive, data-driven discipline. By combining high-resolution analytical hardware with machine learning, laboratories can now solve complex biological challenges – such as developing animal-free culture media – with unprecedented speed.</p>
<h3 class="ql-heading ql-show-draggable-anchor" data-block-id="block-2774d3bd-be4f-458c-a1a5-3e5f8d90cbb4" data-collapse-state="expanded">The complexity of the modern workflow</h3>
<p class="ql-block" data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9">In the fast-evolving landscape of biopharmaceuticals and cell biology, the reliance on traditional methods often leads to significant hurdles. For decades, the industry has relied on fetal bovine serum (FBS) to supplement cell culture media, despite its high costs, ethical concerns, and inherent inconsistency.</p>
<blockquote>
<div data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9">Many lab teams find themselves buried under mountains of raw data from complex matrices, struggling to identify which specific molecular components actually drive performance.</div>
</blockquote>
<div data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9"></div>
<p data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9">When dealing with undefined raw ingredients, such as plant and microbial extracts, understanding chemical composition is critical to ensuring batch-to-batch reproducibility and process continuity when scaling.</p>
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<div data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9"><img decoding="async" class="alignnone size-large wp-image-7318" src="https://chemetrix.co.za/wp-content/uploads/2026/02/all2-1-1024x512.jpg" alt="" width="840" height="420" srcset="https://chemetrix.co.za/wp-content/uploads/2026/02/all2-1-1024x512.jpg 1024w, https://chemetrix.co.za/wp-content/uploads/2026/02/all2-1-300x150.jpg 300w, https://chemetrix.co.za/wp-content/uploads/2026/02/all2-1-768x384.jpg 768w, https://chemetrix.co.za/wp-content/uploads/2026/02/all2-1.jpg 1200w" sizes="(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px" /></div>
<h3 class="ql-heading ql-show-draggable-anchor" data-block-id="block-10c7005a-f605-426d-b836-c1eeb2b3712c" data-collapse-state="expanded">From raw peaks to actionable insights</h3>
<p class="ql-block" data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9">The challenge in modern labs isn&#8217;t a lack of data; it is the complexity of interpreting high-dimensional datasets. Manual analysis of thousands of formulations is no longer feasible. As regulatory requirements for biologics become more stringent, the demand for defined, reproducible, and regulatory-compliant media has grown.</p>
<blockquote>
<div data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9">Advanced metabolomics provides the molecular profiling required to qualify raw materials, while AI handles the broad combinatorial screening. This synergy allows researchers to tailor media composition to specific cell lines, improving yield and efficiency across the drug development lifecycle.</div>
</blockquote>
<h3 data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9"><img decoding="async" class="alignnone size-large wp-image-7346" style="font-size: 17px; font-weight: 400;" src="https://chemetrix.co.za/wp-content/uploads/2026/02/all4-3-1024x512.jpg" alt="" width="840" height="420" srcset="https://chemetrix.co.za/wp-content/uploads/2026/02/all4-3-1024x512.jpg 1024w, https://chemetrix.co.za/wp-content/uploads/2026/02/all4-3-300x150.jpg 300w, https://chemetrix.co.za/wp-content/uploads/2026/02/all4-3-768x384.jpg 768w, https://chemetrix.co.za/wp-content/uploads/2026/02/all4-3.jpg 1200w" sizes="(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px" /></h3>
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<h3 class="ql-heading ql-show-draggable-anchor" data-block-id="block-b7223201-2b3e-4125-b22f-53ad06f95847" data-collapse-state="expanded">Optimising media with LC/Q-TOF</h3>
<p class="ql-block" data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9">To solve the media development challenge, Chemetrix supports the implementation of untargeted metabolomic workflows. By utilising the Agilent 6545 LC/Q-TOF, labs can perform detailed molecular characterisation of both raw materials and finished formulations.</p>
</div>
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<h3 class="ql-heading ql-show-draggable-anchor" data-block-id="block-876f3919-299b-454d-80ed-ea340f5c83da" data-collapse-state="expanded">How Chemetrix assists:</h3>
<p class="ql-block" data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9">Our specialists help your team establish metabolomic workflows that provide detailed molecular information for R&amp;D. We assist in identifying &#8220;critical component targets&#8221; – biomarkers of performance – that become your QC benchmarks. By linking these molecular features to cellular outcomes, we help you replace inconsistent serums with precise, scalable,<br />
animal-free alternatives.</p>
</div>
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<div data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9"><img decoding="async" class="alignnone size-large wp-image-7320" src="https://chemetrix.co.za/wp-content/uploads/2026/02/all4-1-1024x512.jpg" alt="" width="840" height="420" srcset="https://chemetrix.co.za/wp-content/uploads/2026/02/all4-1-1024x512.jpg 1024w, https://chemetrix.co.za/wp-content/uploads/2026/02/all4-1-300x150.jpg 300w, https://chemetrix.co.za/wp-content/uploads/2026/02/all4-1-768x384.jpg 768w, https://chemetrix.co.za/wp-content/uploads/2026/02/all4-1.jpg 1200w" sizes="(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px" /></div>
<div data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9"><a href="https://chemetrix.co.za/product/agilent-6545-lc-q-tof/">Agilent 6545 LC/Q-TOF</a></div>
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<h3 class="ql-heading ql-show-draggable-anchor" data-block-id="block-876f3919-299b-454d-80ed-ea340f5c83da" data-collapse-state="expanded">Predictive productivity</h3>
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<p class="ql-block" data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9">Efficiency in the modern lab is increasingly driven by smart automation. The Agilent Infinity III LC Series is designed to address the operational risks that lead to downtime and lost samples through integrated AI-powered solutions.</p>
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<h3 class="ql-heading ql-show-draggable-anchor" data-block-id="block-876f3919-299b-454d-80ed-ea340f5c83da" data-collapse-state="expanded">How Chemetrix assists:</h3>
</div>
<div data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9">
<p class="ql-block" data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9">Chemetrix provides the technical expertise to integrate these platforms into your existing regulatory-ready environment. The Infinity III offers predictive analytics and real-time alerts to pre-empt operational failures. We assist in configuring these advanced informatics platforms so that your lab can handle complex workflows with greater precision. This shift to an automated, AI-enabled system allows your staff to focus on high-value data interpretation rather than routine manual monitoring.</p>
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<h3 class="ql-heading ql-show-draggable-anchor" data-block-id="block-876f3919-299b-454d-80ed-ea340f5c83da" data-collapse-state="expanded"><img decoding="async" class="alignnone size-large wp-image-7348" style="font-size: 17px; font-weight: 400;" src="https://chemetrix.co.za/wp-content/uploads/2026/02/all6-2-1024x512.jpg" alt="" width="840" height="420" srcset="https://chemetrix.co.za/wp-content/uploads/2026/02/all6-2-1024x512.jpg 1024w, https://chemetrix.co.za/wp-content/uploads/2026/02/all6-2-300x150.jpg 300w, https://chemetrix.co.za/wp-content/uploads/2026/02/all6-2-768x384.jpg 768w, https://chemetrix.co.za/wp-content/uploads/2026/02/all6-2.jpg 1200w" sizes="(max-width: 709px) 85vw, (max-width: 909px) 67vw, (max-width: 1362px) 62vw, 840px" /></h3>
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<h3 class="ql-heading ql-show-draggable-anchor" data-block-id="block-665b2068-2649-4792-ae1c-958b3e75eb83" data-collapse-state="expanded">Compressing development from years to months</h3>
<p class="ql-block" data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9">The shift toward AI-guided development marks a new paradigm in biological optimisation. By continuously training algorithms with high-quality experimental data, each project makes the platform more intelligent. This iterative process has the power to compress development cycles that once took years into just a few months. When molecular characterisation is linked directly to cellular performance, the result is a more resilient supply chain and a faster time-to-market for novel therapies.</p>
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<h3 class="ql-heading ql-show-draggable-anchor" data-block-id="block-9945ead6-ebc1-483c-9d2b-9bd890eca6f5" data-collapse-state="expanded">Optimising the path to discovery</h3>
<p class="ql-block" data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9">The integration of AI and separation science is no longer a luxury; it is the foundation for the next generation of bioprocess innovation. At Chemetrix, we provide the local application expertise and technical support required to navigate these digital transformations.</p>
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<h4 class="ql-heading ql-show-draggable-anchor" data-block-id="block-be1c7304-04be-47b1-9f3e-e981b30347d1" data-collapse-state="expanded">Your action plan</h4>
<p class="ql-block" data-block-id="block-6418a896-ce00-4ac4-9318-91a6512410a9">Identify a workflow in your lab that currently relies on undefined ingredients or manual screening. Contact a Chemetrix specialist today for a workflow audit. We will help you leverage advanced metabolomics and AI-powered instrumentation to ensure your processes are reproducible, compliant, and ready for the future of biomanufacturing.</p>
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			</item>
		<item>
		<title>Food Testing Workflows Webinar Series</title>
		<link>https://chemetrix.co.za/food-testing-workflows-webinar-series/</link>
					<comments>https://chemetrix.co.za/food-testing-workflows-webinar-series/#respond</comments>
		
		<dc:creator><![CDATA[Francois]]></dc:creator>
		<pubDate>Fri, 19 Jan 2024 09:02:05 +0000</pubDate>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[Upcoming and New Events]]></category>
		<category><![CDATA[Webinar]]></category>
		<category><![CDATA[Agilent]]></category>
		<category><![CDATA[food safety]]></category>
		<category><![CDATA[food testing]]></category>
		<category><![CDATA[webinar]]></category>
		<category><![CDATA[workflows]]></category>
		<guid isPermaLink="false">https://chemetrix.co.za/?p=5316</guid>

					<description><![CDATA[Ensuring food safety and quality is more crucial than ever. For African countries, where ensuring food safety and quality is paramount for the well being of their citizens and the success of their exports, Agilent expertise can make a difference. Chemetrix offers Agilent&#8217;s comprehensive suite of solutions that helps you identify pesticide residues, verify label &#8230; <a href="https://chemetrix.co.za/food-testing-workflows-webinar-series/" class="more-link">Continue reading<span class="screen-reader-text"> "Food Testing Workflows Webinar Series"</span></a>]]></description>
										<content:encoded><![CDATA[<p>Ensuring food safety and quality is more crucial than ever. For African countries, where ensuring food safety and quality is paramount for the well being of their citizens and the success of their exports, Agilent expertise can make a difference.</p>
<p>Chemetrix offers Agilent&#8217;s comprehensive suite of solutions that helps you identify pesticide residues, verify label claims, and safeguard food authenticity. Now, a new free-to-access series of webinars expands on necessary knowledge for this valuable process that ensures our food is safe and nutritious.</p>
<p>These webinars are designed to help you learn more about the latest trends and technologies in Food Testing Workflows. Agilent experts will present webinars on the latest applications, soil analysis, laboratory performance improvement, time and cost savings opportunities, and much more.</p>
<p>&nbsp;</p>
<p>&nbsp;</p>
<h3>Webinar 1 – Agilent LC Solutions for Food Testing and Food Fortification</h3>
<p>HPLC is a powerful analytical technique widely used in the food industry, research labs and commercial testing labs for quality control, safety assessment, and nutritional analysis</p>
<h5>Speaker</h5>
<h4><strong><span class="sp-name">Ansuman Mahato</span></strong><br />
<span class="sp-title">Application Engineer &#8211; HPLC</span><br />
<span class="sp-company">Agilent Technologies</span></h4>
<p>&nbsp;</p>
<p>&nbsp;</p>
<h3>Webinar 2 – Latest Applications and Workflows for the Food Market</h3>
<p>Food laboratories find themselves in a frequently changing environment where they need to update their analytical procedures to follow new legislation and upcoming regulations.</p>
<h5>Speaker</h5>
<h4><strong><span class="sp-name">Cecilia Mazza</span></strong><br />
<span class="sp-title">Product Specialist, EMEA IDO &#8211; Chemistries &amp; Suppliers<br />
</span><span class="sp-company">Agilent Technologies</span></h4>
<p>&nbsp;</p>
<p>&nbsp;</p>
<h3>Webinar 3 – Sample Prep for Food Analysis: An overview about available techniques</h3>
<p>In this presentation we will cover most common Sample Preparation Techniques for Food Analysis and related products, as well as most advanced, specific and unique solutions.</p>
<h5>Speaker</h5>
<h4><strong><span class="sp-name">Giorgio Ferlat</span></strong><br />
<span class="sp-title">MSc, EMEAI IDO Product Specialist, Chemistries and Supplies</span><br />
<span class="sp-company">Agilent Technologies</span></h4>
<p>&nbsp;</p>
<p>&nbsp;</p>
<h3>Webinar 4 – Multiresidue Pesticide Analysis in Food using GC/MS/MS and LC/MS/MS in Accordance with the SANTE 11312/2021 Guideline</h3>
<p>Pesticides play an important role in the agriculture and food industries to improve crop yield and food production. However, the quantity of pesticide residue remaining in or on commodities are tightly controlled to avoid contamination of the food chain and the environment. Therefore, regulatory agencies have set maximum residue levels (MRLs) for hundreds of pesticides and their metabolites.</p>
<h5>Speaker</h5>
<h4><strong><span class="sp-name">Laurent Pascaud</span></strong><br />
<span class="sp-title">Spécialiste Produits GC &amp; GC/MS<br />
</span><span class="sp-company">Agilent Technologies</span></h4>
<p>&nbsp;</p>
<p>&nbsp;</p>
<h3>Webinar 5 – Plant and Soil Analysis for the Determination of their Inorganic Content</h3>
<p>Testing soils and plants for trace and major elements is important for the development, the growth and the plant metabolism. This is also critical for monitoring the plant nutrients composition and assessing the potential for contamination of food crops.</p>
<h5>Speaker</h5>
<h4><strong><span class="sp-name">Uwe Noetzel</span></strong><br />
<span class="sp-title">EMEAI Technical Coverage and Solutions</span><br />
<span class="sp-company">Agilent Technologies</span></h4>
<p>&nbsp;</p>
<p>&nbsp;</p>
<h3>Webinar 6 – Analysing Trace and Major Elements in Food Samples</h3>
<p>To ensure food safety and safeguard human health, the characterization of the elemental composition of a wide range of food types is required. Since the concentration ranges for different elements vary significantly across different foods, various methodes can be used for sample characterization.</p>
<h5>Speaker</h5>
<h4><strong><span class="sp-name">Uwe Noetzel</span></strong><br />
<span class="sp-title">EMEAI Technical Coverage and Solutions</span><br />
<span class="sp-company">Agilent Technologies</span></h4>
<p>&nbsp;</p>
<p>&nbsp;</p>
<h3>Webinar 7 – Better Lab Sample Turnaround &#8211; Saving Time and Solvent per run</h3>
<p>Nowadays, laboratories have the challenge of becoming progressively more productive as well as focusing on continuous improvements.</p>
<h5>Speaker</h5>
<h4><strong><span class="sp-name">Giorgio Ferlat</span></strong><br />
<span class="sp-title">MSc, EMEAI IDO Product Specialist, Chemistries and Supplies</span><br />
<span class="sp-company">Agilent Technologies</span></h4>
<p>&nbsp;</p>
<p>&nbsp;</p>
<h3>Webinar 8 – Quantitative Analysis of Mycotoxins in Foods by Triple Quadrupole LC/MS</h3>
<p>Pesticides play an important role in the agriculture and food industries to improve crop yield and food production. However, the quantity of pesticide residue remaining in or on commodities are tightly controlled to avoid contamination of the food chain and the environment. Therefore, regulatory agencies have set maximum residue levels (MRLs) for hundreds of pesticides and their metabolites.</p>
<h5>Speaker</h5>
<h4><strong><span class="sp-name">Henry Russell</span></strong><br />
<span class="sp-title">LCMS Product Specialist</span><br />
<span class="sp-company">Agilent Technologies</span></h4>
<p>&nbsp;</p>
<p>Agilent food and beverage testing products and services keep you at the forefront of the latest trends, ahead of issues, and focused where you need to be to deliver the highest quality and value to your customers.</p>
<p>Join this informative and exciting webinar series that will explore topics such as the latest applications and workflows for the food market, sample prep for food analysis, plant and soil analysis for inorganic content and much much more. The webinar series is free but registration is required.</p>
<p>&nbsp;</p>
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		<title>Analysis of Biopharmaceuticals: Introduction to Workflows</title>
		<link>https://chemetrix.co.za/analysis-of-biopharmaceuticals-introduction-to-workflows/</link>
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		<dc:creator><![CDATA[Francois]]></dc:creator>
		<pubDate>Mon, 15 May 2023 06:31:33 +0000</pubDate>
				<category><![CDATA[Upcoming and New Events]]></category>
		<category><![CDATA[Webinar]]></category>
		<category><![CDATA[Analysis]]></category>
		<category><![CDATA[Automation Workflows]]></category>
		<category><![CDATA[biopharmaceuticals]]></category>
		<category><![CDATA[webinar]]></category>
		<category><![CDATA[workflows]]></category>
		<guid isPermaLink="false">https://chemetrix.co.za/?p=4980</guid>

					<description><![CDATA[Ensuring the safety and efficacy of biotherapeutics from research to development, and then from manufacturing to quality control is essential to bring a product to market. Large molecules pose unique challenges for biotherapeutic analyses in that they often require running a panel of tests to ensure product efficacy and safety. Industry efforts have evolved towards &#8230; <a href="https://chemetrix.co.za/analysis-of-biopharmaceuticals-introduction-to-workflows/" class="more-link">Continue reading<span class="screen-reader-text"> "Analysis of Biopharmaceuticals: Introduction to Workflows"</span></a>]]></description>
										<content:encoded><![CDATA[<p>Ensuring the safety and efficacy of biotherapeutics from research to development, and then from manufacturing to quality control is essential to bring a product to market. Large molecules pose unique challenges for biotherapeutic analyses in that they often require running a panel of tests to ensure product efficacy and safety.</p>
<p>Industry efforts have evolved towards comprehensive analytical workflows that enable researchers to monitor critical quality attributes (CQAs) of highly complex and diverse biotherapeutic molecules.</p>
<h4 class="p3"><strong>Part 1: Introduction to Workflows</strong></h4>
<p class="p3">This presentation will provide an insight into the basics of the biopharma industry and introduce how analytical tools can be utilised as part of comprehensive workflows for characterisation of CQAs.</p>
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<h3 class="section-header js-header data-section-label">Speakers</h3>
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<h4 class="p2"><strong><span class="s1"><span class="Apple-converted-space">Donna Potts<br />
</span></span></strong><span class="sp-title">Biopharma Market Specialist EMEA IDO</span><br />
<span class="sp-company">Agilent Technologies</span></h4>
<p>Donna is a Biopharma Market Specialist for Agilent Technologies; over the last decade she has been responsible for business development for Agilent analytical solutions in the Biopharma market space. Donna has worked extensively with biomolecules during her career, with a strong emphasis on Life Science and Biopharma applications using LC-MS.</p>
<p>After completing Postdoctoral Research at Boston University School of Medicine, she worked as an application specialist before becoming a Market Specialist in 2013. Donna holds a PhD in Analytical Chemistry from The University of Manchester, UK, where her studies focused on protein quantitation using mass spectrometry.</p>
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<h4 class="p2"><strong>Cecilia Mazza</strong><br />
<span class="sp-title">Product Specialist, EMEA IDO &#8211; Chemistries &amp; Suppliers</span><br />
<span class="sp-company">Agilent Technologies</span></h4>
<p align="LEFT">With more than 20 years of professional experience, Cecilia is presently the Product Specialist for columns and supplies at Agilent. Supporting distributors and laboratory users in the analysis and purification of small and large molecules, for a wide range of LC and GC applications as well as sample preparation.</p>
<p>Cecilia holds a Ph.D. in Chemical Engineering from Rensselaer Polytechnic Institute in US.</p>
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