K. Reshma Reddy

AI-Powered Researcher | Machine Learning & Image Analysis Expert | PhD in Clinical Embryology | 2.5+ Years of Experience

Summary

A Researcher with a BSc in Biotechnology and an MSc in Molecular and Human Genetics, currently pursuing a PhD in AI-driven embryo image processing. With over 2.5 years of experience in genetic counseling, research, and teaching, specializes in integrating artificial intelligence to enhance embryo grading and selection in IVF. Passionate about advancing reproductive technology through innovative AI applications, bridging the gap between biomedical research and clinical practice.

Education

• Ph.D., 2022 – Pursuing – Garden City University
• M.Sc, 2020 – 2022 – Garden City University
• B.Sc, 2017 – 2022 – Maharani Lakshmi Ammanni College

Work Experience

Senior Consultant – Program Manager – Glory Dots Tech LLP (Oct 2024 – Jan 2025)

• Managed and designed Continuing Medical Education (CME), Continuing Dental Education (CDE), and Continuing Medical (CM) programs.
• Coordinated educational initiatives and training programs for healthcare professionals.

Genetic Faculty – Garden City University (March 2023 – March 2024)

• Delivered lectures on genetics and molecular biology to undergraduate and postgraduate students.
• Supervised student research projects, providing academic mentorship.

Counselor – Cryoviva Biotech Pvt Ltd (June 2022 – Jan 2023)

• Educated prospective clients on the benefits of stem cell banking for genetic disorder treatment.
• Provided scientific counseling to parents regarding umbilical cord blood preservation.
• Boosted sales performance through strategic counseling and engagement.

Projects

1. AI Model for Grading Day 3 and Day 5 Human Embryos

Developing an AI model to automate grading of Day 3 and Day 5 preimplantation embryos using image analysis, focusing on expansion, inner cell mass, and trophectoderm layers.

Technologies Used: Python, PyTorch, ResNet, Inception, Image Processing, Data Augmentation, Transfer Learning, Model Optimization.

2. Artificial Intelligence for Embryo Selection in IVF

Conducted a systematic review on AI-driven embryo selection in IVF, focusing on the application of machine learning (CNNs) for automating embryo grading to enhance IVF success rates.

Technologies Used: Python, PyTorch, OpenCV, and transfer learning models (ResNet, Inception), implementing data augmentation and cross-validation for improved accuracy and performance.

Publications

• K Reshma, Elamathi N, 2025. Image Analysis in Life Sciences: Exploring Applications and Enhancements through Machine Learning, International Journal of Research and Analytical Reviews, Volume 12 | Issue 1 | January 2025, Page No: 756-767 (Link)
• K Reshma. The Future of IVF: Leveraging AI and Machine Learning for precise Embryo Selection and Grading (Under Review)

Skills

Technical Skills: Next-Generation Sequencing (NGS) data analysis, Gene expression analysis (PCR, qPCR), sequencing technologies (Sanger, NGS), Drug-based functional assays, Flow cytometry for cell analysis, biomarker detection, Circular, Nanoparticle-based applications in drug delivery, Quality control (QC) assessment of genetic data from clinical samples, R, Python, SPSS, PyTorch, TensorFlow, Git/GitHub.

Academic Skills: Genetic Counselor, Literature Review, Mentoring, Program Coordination, Technical Writing.

Laboratory Skills: DNA extraction, PCR, Gel Electrophoresis, Karyotyping, Cell Culture, Cryopreservation, Recombinant DNA (rDNA) technology using plasmids, RNA/DNA extraction, Western blotting, ELISA Confocal microscopy, fluorescence microscopy, Transmission Electron Microscopy (TEM), Scanning Electron Microscopy (SEM), Mammalian, bacterial cell culture techniques, Biofilm formation, inhibition studies.

Research Skills: Data Analysis, Data Interpretation, Grant Writing, Project Management, Team Collaboration.

Additional Info

• Languages: English, Telugu, Kannada, Tamil, Hindi
• Internships: Biotecnika Info Labs Pvt Ltd (August 2024), Research – Projects on AI & ML; Garbhagudi IVF Center (Feb 2022 – May 2022), Research Intern; Stroma Lifesciences Pvt Ltd (Dec 2021 – June 2022), Research Project on Anticancer Activity

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Cover Letter:

11-02-2025
**Hiring Manager**
MedGenome Labs Ltd.
Bengaluru, India
**Subject:** Application for the Position of Genome Analyst
Dear Hiring Manager,
I am excited to apply for the **Genome Analyst** position at MedGenome Labs Ltd. With a strong academic background in **Molecular and Human Genetics** and hands-on experience in **Next-Generation Sequencing (NGS), genome analysis, and bioinformatics**, I am eager to contribute to your mission of advancing clinical genomics in India.
During my research and professional journey, I have gained expertise in **NGS data analysis, variant interpretation (NGS/Sanger sequencing), and quality control (QC) assessment** of genomic data derived from clinical samples. My experience working closely with **bioinformatics and laboratory teams** has strengthened my ability to systematically analyze, curate literature, and interpret sequencing data with precision. Additionally, I have experience in **PCR, qPCR, Sanger sequencing, flow cytometry, and molecular diagnostic assay development**, aligning well with the technical requirements of this role.
Beyond technical skills, I am highly **collaborative and proactive in cross-functional teamwork**, ensuring efficient communication with team leaders and departments to meet critical turnaround times. My contributions to research projects and experience in **data analysis, project management, and technical writing** further equip me to excel in this role.
I am particularly inspired by MedGenome’s pioneering efforts in genomic sequencing and its leadership in GenomeAsia 100K. I would be honored to be part of a team driving cutting-edge advancements in **human genetics and personalized medicine**. I look forward to the opportunity to discuss how my skills and expertise align with your team’s goals.
Thank you for your time and consideration. I am available at your convenience for an interview.
**Sincerely,**
**Reshma Reddy**