“I had the opportunity to work with Sree on a class project in Project Management. He showed intelligence, excellence and passion in the work. I would highly recommend him and his excellent business skills.”
Gaithersburg, Maryland, United States
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About
Contributions
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How do you handle missing data in a pandas Series?
Missing data can be handled in multiple ways: See the examples below : import pandas as pd # Sample Series series = pd.Series([1, 2, None, 4, None, 6]) # Removing cleaned_series = series.dropna() print(cleaned_series) # Filling missing data with a specific value (e.g., 0) filled_series = series.fillna(0) print(filled_series) # Forward filling filled_series_ffill = series.fillna(method='ffill') print(filled_series_ffill) # Backward filling filled_series_bfill = series.fillna(method='bfill') print(filled_series_bfill) # Interpolating or estimating interpolated_series = series.interpolate() print(interpolated_series) # Replacing specific values with NaN replaced_series = series.replace(4, pd.NA) print(replaced_series)
Activity
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Over a year ago we decided to take Leidos’s extensive experience in health services to helping improve health outcomes for the Medicaid population…
Over a year ago we decided to take Leidos’s extensive experience in health services to helping improve health outcomes for the Medicaid population…
Liked by Sreenath Nampally
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*We’re Hiring* Exciting news – we’re expanding our commercial team! Interested in joining this incredible organization, team and brand that we’re…
*We’re Hiring* Exciting news – we’re expanding our commercial team! Interested in joining this incredible organization, team and brand that we’re…
Liked by Sreenath Nampally
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It was an honor for AstraZeneca to participate in the delegation led by FICCI where we collectively explored the imperative need for fostering…
It was an honor for AstraZeneca to participate in the delegation led by FICCI where we collectively explored the imperative need for fostering…
Liked by Sreenath Nampally
Experience & Education
Licenses & Certifications
Volunteer Experience
Publications
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The Genotype-Tissue Expression (GTEx) project
Nature Publishing
Genome-wide association studies have identified thousands of loci for common diseases, but, for the majority of these, the mechanisms underlying disease susceptibility remain unknown. most associated variants are not correlated with protein-coding changes, suggesting that polymorphisms in regulatory regions probably contribute to many disease phenotypes. Here we describe the Genotype-tissue expression (Gtex) project, which will establish a resource database and associated tissue bank for the…
Genome-wide association studies have identified thousands of loci for common diseases, but, for the majority of these, the mechanisms underlying disease susceptibility remain unknown. most associated variants are not correlated with protein-coding changes, suggesting that polymorphisms in regulatory regions probably contribute to many disease phenotypes. Here we describe the Genotype-tissue expression (Gtex) project, which will establish a resource database and associated tissue bank for the scientific community to study the relationship between genetic variation and gene expression in human tissues.
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Ergatis: A web interface and scalable software system for bioinformatics workflows
Oxford Journals
Ergatis is a workflow management system that enables users to build, execute, and monitor pipelines for computational analysis of genomics data.
Other authorsSee publication
Projects
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Market Feasibility Assessment for an Engineered Protein Toxin (an invention from NIH) To Kill Cancer Cells
Researchers at the NIH, led by Dr. Thomas Bugge and Dr. Stephen Leppla have engineered components of the toxin from the bacteria responsible for Anthrax to be specifically activated by two proteases enriched in tumors – urokinase Plamingen Activator (uPA) and Matrix Metalloproteases (MMPs).
As part of the feasibility study, we conducted
- Intellectual Property Analysis to assess Freedom To Operate
- Strategic Market Research & Analysis
- Legal and Regulatory Analysis
-…Researchers at the NIH, led by Dr. Thomas Bugge and Dr. Stephen Leppla have engineered components of the toxin from the bacteria responsible for Anthrax to be specifically activated by two proteases enriched in tumors – urokinase Plamingen Activator (uPA) and Matrix Metalloproteases (MMPs).
As part of the feasibility study, we conducted
- Intellectual Property Analysis to assess Freedom To Operate
- Strategic Market Research & Analysis
- Legal and Regulatory Analysis
- Competitive Analysis
- Business Model Analysis including pricing and revenue forecast
- Recommendations to NIH's Office of Tech Transfer (OTT)Other creatorsSee project -
Market Feasibility Assessment of Multimeric Protein Toxin (an invention from NIH) To Kill Cancer Cells
Conducted feasibility analysis for a new invention within the pharmaceutical biotechnology market.
1. Worked with inventors to understand technology, commercial embodiments, current stage of development, and unresolved technical and scientific questions
2. Developed value proposition to clarify the unmet medical need the invention addressed
3. Intellectual Property: Assessment of Novelty and Freedom to Operate
a. Conducted a prior art and novelty search (USPTO, Lexis, Derwent…Conducted feasibility analysis for a new invention within the pharmaceutical biotechnology market.
1. Worked with inventors to understand technology, commercial embodiments, current stage of development, and unresolved technical and scientific questions
2. Developed value proposition to clarify the unmet medical need the invention addressed
3. Intellectual Property: Assessment of Novelty and Freedom to Operate
a. Conducted a prior art and novelty search (USPTO, Lexis, Derwent, Google Patents, WIPO, SIPO)
b. Determined how the intellectual property is currently protected (patents, trademarks, copyrights, trade secrets, and proprietary know-how)
c. Reviewed the scientific literature
d. Assessed the patent landscape and Freedom to Operate
4. Strategic Market Analysis
a. Stakeholder analysis
b. Global operating environment of the technology sector and maturity of the market
c. Value Chain Analysis
d. Quantitative and qualitative research into demand
i. Customer Wants and Needs (interviews, surveys, focus groups, blogs, forums)
ii. Desired product attributes (cost, performance, benefits, features)
e. Competitive Analysis
f. Market Sizing
i. Target Market Analysis
g. Identify Legal and Regulatory Issues including non-market forces
5. Created a Business Model
a. Recommended reimbursement strategy
b. Assessed the likely pathway to market and monetization of the intellectual property asset (e.g. license, joint venture, spin-out, sale)
c. Identified commercialization milestones that must be achieved to go to market
d. Created Financial Plan with projected volume of sales over next 20 years; projected net revenue over next 5 years; cost of goods sold; pricing (licensing fee, royalties); Operating expenses
e. Attracted potential funding sources for the immediate next steps and later stage
f. Developed exit strategy
6. Provided Preliminary Recommendation on Go, No-Go, actions necessary to reach a Go state
Other creators -
Market Feasibility Study for Insumi
Insumi is conceived as a web-based business-related social platform that will primarily combine task management and meeting coordination. As part of the feasibility study, we conducted
- Micro and Macro Level Market Analysis
- Macro Level Industry Analysis (Five Forces Analysis)
- Financial Projections
- Revenue Forecast by Concept Purchase Intent and Chain Ratio Methods
- Break Even Analysis
- Operating Cash Cycle CharacteristicsOther creatorsSee project
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Most People Fail Job Interviews Because They're not Prepared. So I created The Ultimate Interview Guide. Including: - Prompts to help you get…
Most People Fail Job Interviews Because They're not Prepared. So I created The Ultimate Interview Guide. Including: - Prompts to help you get…
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As Canada Day approaches, I am filled with pride for the remarkable impact of Canada’s research, science, and commitment to the life sciences sector.…
As Canada Day approaches, I am filled with pride for the remarkable impact of Canada’s research, science, and commitment to the life sciences sector.…
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I had the honor of visiting the AstraZeneca Hope Lodge with our partners at the @American Cancer Society. I am so proud to be part of this team of…
I had the honor of visiting the AstraZeneca Hope Lodge with our partners at the @American Cancer Society. I am so proud to be part of this team of…
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Today I am thrilled to announce that I am joining Thermo Fisher Scientific's Clinical Research Group (CRG) as their Chief Data, Analytics and AI…
Today I am thrilled to announce that I am joining Thermo Fisher Scientific's Clinical Research Group (CRG) as their Chief Data, Analytics and AI…
Liked by Sreenath Nampally
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If you're an "alum" of AstraMerck which evolved into $46B AstraZeneca; how has the role of "Sales" evolved since Harvard Business School's Frank…
If you're an "alum" of AstraMerck which evolved into $46B AstraZeneca; how has the role of "Sales" evolved since Harvard Business School's Frank…
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FDA approval : KRAS G12C in colon cancer now targetable, has been part of NCCN for a while. Majority of patients with G12C with pulmonary primary…
FDA approval : KRAS G12C in colon cancer now targetable, has been part of NCCN for a while. Majority of patients with G12C with pulmonary primary…
Liked by Sreenath Nampally
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Thoughts for Friday: Last day at Zoetis edition: The greatest adventures begin with a step into the unknown; farewell and bon voyage. - How lucky I…
Thoughts for Friday: Last day at Zoetis edition: The greatest adventures begin with a step into the unknown; farewell and bon voyage. - How lucky I…
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