Amit Kumar Pathak
Dibrugarh
Summary
Dynamic Project Associate with a proven track record at CSIR-NEIST, leveraging expertise in machine learning and project management to drive innovation in bioinformatics and crop management. Excelled in developing AI models and computational tools, enhancing data analysis and predictive modeling. Skilled in fostering interdisciplinary collaboration and translating complex data into actionable insights.
Overview
4
4
years of professional experience
1
1
Certification
Work History
Project Associate
CSIR-NEIST
Jorhat
06.2023 - Current
- Developed products and treatments based on results of applied research.
- Constructed computational models based on complex biological systems using machine learning algorithms.
- Wrote and reviewed technical publications covering latest bioinformatics research.
- Collaborated with researchers from other departments to facilitate the integration of their workflows into the lab's overall system architecture.
- Partnered with researchers, clinicians and information technology staff on building successful databases for real-world applications.
- Assisted in designing experiments to evaluate the accuracy of predictive models.
- Implemented scripts in Python and R to automate data processing tasks.
- Created, maintained and strengthened databases to store technical and biological data.
- Developed web applications for interactive visualization of genomic information.
- Developed, optimized and implemented new computational models.
- Collected, reviewed, modeled and interpreted lab data.
- Conducted research on emerging technologies related to artificial intelligence engineering.
- Developed new functions and applications to conduct analyses.
- Evaluated current market offerings in the field of artificial intelligence engineering.
- Tested, validated and reformulated models to foster accurate prediction of outcomes.
- Developed AI models to automate data processing tasks.
- Trained neural networks with large datasets to improve model accuracy.
- Reviewed literature on relevant topics pertaining to chemistry or related fields.
- Conducted research in areas such as pharmacology, biochemistry, toxicology, epidemiology, and other related disciplines.
Project Associate
CSIR-NEIST
Jorhat
02.2021 - 03.2023
- Maintained records of crop production and soil fertility levels.
- Supervised pest and weed control operations to determine proper chemical and application methods.
- Prepared reports detailing yields from each field area.
- Monitored irrigation systems to ensure adequate water supply to crops.
- Implemented nitrogen and alternative fertilizer application methods to minimize leaching, runoff and denitrification.
- Conducted research into new methods of pest control or crop management techniques.
- Determined germination rates of seeds planted in specified areas.
Research Analyst
Zigram Pvt Ltd
Gurgaon
01.2021 - 02.2021
- Gathered and organized data to analyze current industry trends.
- Collected business intelligence data from industry reports, public information or purchased sources.
- Provided data-driven solutions to support decision making.
- Translated raw data into meaningful information using statistical techniques.
- Constructed database and warehouse, streamlined disparate data sources and unverified queries into main source.
- Leveraged tools and equipment to obtain required information.
Education
Master of Science - Biotechnology & Bioinformatics
Dibrugarh University
Dibrugarh, India12-2020
Bachelor of Science - Botany
DHSK College
Dibrugarh, India07-2018
Ph.D. - Biological Sciences
AcSIR
Jorhat, IndiaSkills
- Project management
- Statistical modeling
- Machine learning
- R programming
- Python programming
- Web development
- Technical writing
- Experiment design
- Predictive modeling
- Computational modeling
- Bioinformatics tools
- Genomic data analysis
- Proteomics analysis
- Network biology
- Biostatistics
- Gene expression
- Molecular dynamics simulations
- Cheminformatics
- Structural bioinformatics
- Sequence Analysis
Accomplishments
- Patents of Convolutional Neural Network.
- Published Research Articles in Peer-Reviewed International Journals.
- Developed High-Performance CNN Architectures for Plant Disease Classification.
- Developed Several Android and Desktop Application.
Languages
Hindi
First Language
English
Advanced (C1)
C1
Assamese
Intermediate (B1)
B1
Certification
- Obtained Several Certifications on Programming Languages.
- Bioinformatics.
- Computer Aided Drug Design.
- Artificial Intelligence.
Timeline
Project Associate
CSIR-NEIST
06.2023 - Current
Project Associate
CSIR-NEIST
02.2021 - 03.2023
Research Analyst
Zigram Pvt Ltd
01.2021 - 02.2021
Master of Science - Biotechnology & Bioinformatics
Dibrugarh University
Bachelor of Science - Botany
DHSK College
Ph.D. - Biological Sciences
AcSIR
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