Curriculum vitae
Gautam Ahuja
Senior Scientific Computing Engineer at Nygen Analytics. Scientific computing and AI for single-cell and omics data; previously biomedical AI at Ashoka University.
Experience
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Aug 2026 - now
Senior Scientific Computing Engineer
Nygen Analytics | Lund, Sweden
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Aug 2024 - Aug 2026
Scientific Computing Engineer
Nygen Analytics | Lund, Sweden
- Built CyteType, a multi-agent system for evidence-based cell-type annotation in single-cell transcriptomics.
- Built CyteOnto, for ontology-aware comparison of cell-type annotations.
- Contributed to scarf: a reader for unfiltered Cell Ranger output, merging of multiple datasets and assays, and integration metrics (LISI, kNN-graph silhouette, ARI/NMI).
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Aug 2025 - Dec 2025
Multimodal Biomedical Data Scientist & ML Engineer (part-time)
Koita Centre for Digital Health at Ashoka (KCDH-A) | Remote
- Single-cell: spatial transcriptomics of IPF lung, substantia nigra in Parkinson’s disease, and preeclampsia.
- Imaging: classifying anti-nuclear antibody immunofluorescence patterns.
- Digital health: PRISM, physician rules combined with small language models for abdominal-pain diagnosis.
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Dec 2024 - Apr 2025
Research Assistant
Mphasis AI & Applied Tech Lab at Ashoka | Sonipat, India
- An ensemble machine-learning framework to find small-molecule inhibitors of the NS3 serine protease.
- An agent-based workflow for probable abdominal-pain diagnosis; benchmarked open-source LLMs for named-entity recognition and empathy.
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Oct 2023 - May 2025
Research Assistant
Koita Centre for Digital Health at Ashoka (KCDH-A) | Sonipat, India
- A knowledge graph of the Indian drug landscape, linked to SNOMED CT through NRCeS.
- OMOP standardisation of terms from unstructured clinical text into patient-level data.
- Benchmarked and fine-tuned (QLoRA) open-source LLMs to extract Indian drug brand names.
- NeurIPS SENSORIUM 2023 competition on predicting visual-cortex activity (4th place).
- Diet and physical-activity behaviours in PCOS.
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May 2023 - Aug 2023
Research Intern
HealthUnity | Remote
- Folk Computing: a speech-enabled, multilingual health chatbot for vernacular languages.
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May 2023 - Jul 2023
Machine Learning Research Intern
Mphasis AI & Applied Tech Lab at Ashoka | Remote
- FoodComputing@Ashoka: food ontologies and knowledge graphs built with named-entity recognition.
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Nov 2022 - Mar 2023
Research Intern
Ashoka University | Sonipat, India
- CODA TB DREAM Challenge (6th place). Deep-learning models that screen for tuberculosis from cough sounds, using MFCC and mel-spectrogram features.
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Dec 2022 - Jan 2023
Full-Stack Developer
IEEE Bombay Section | Remote
- Front end in Figma and Svelte; back end in Node.js and Firebase.
Education
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2024 - 2025
Postgraduate Diploma in Advanced Studies and Research (DipASR), Computer Science
Ashoka University | Sonipat, India
- Thesis: Agent-based Conversational Augmented Intelligence System for Probable Abdominal Pain Diagnosis in Outpatient Setting.
- Cum laude. Dean’s List, Spring 2025.
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2021 - 2024
B.Sc. (Hons.) Computer Science, with a concentration in Mathematics
Ashoka University | Sonipat, India
- Magna cum laude. CGPA 3.87; major GPA 3.94.
- Dean’s List in Monsoon 2021, Spring 2022, Monsoon 2022, Spring 2023 and Monsoon 2023.
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Summer 2023
Summer Opportunity for Academic Research (SOAR) Scholar
Emory University | Remote
Teaching
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May - Jun 2026
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May - Jun 2025
Teaching Fellow
Ashoka Horizons Achievers Programme
- Applied Data Science with ML and AI, taught by Dr. Rintu Kutum
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May - Jun 2024
Teaching Fellow
Ashoka Horizons Achievers Programme
- Data Science Fundamentals, taught by Dr. Rintu Kutum
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Summer 2023
Teaching Assistant
Indian Institute of Technology Jodhpur
- CSL2010: Introduction to Machine Learning — A Practical Perspective, with Dr. Richa Singh, Dr. Pankaj Yadav, Dr. Sucharita Dey and Dr. Rintu Kutum
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Jun 2023
Teaching Fellow, Young Technology Scholars
- Sessions on the ESP32, electronics, programming and networking for high-school students; mentored AgBot, an agricultural IoT project on Raspberry Pi, Arduino and ESP32.
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Spring 2023
Undergraduate Teaching Assistant
- CS-1104: Discrete Mathematics, with Dr. Goutam Paul
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Monsoon 2022
Undergraduate Teaching Assistant
- CS-1101: Introduction to Computer Programming, with Dr. Goutam Paul
Talks
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Dec 2025
PRISM and the Common Data Model for probable abdominal-pain diagnosis (lightning talk)
OHDSI India Symposium 2025 | Bangalore, India
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Jun 2025
Fundamentals of Machine Learning (two talks)
Young Scholars Programme, Ashoka University
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Jun 2024
Computational Thinking (four talks)
Young Scholars Programme, Ashoka University
Honours & challenges
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2026
3rd of 49 teams (Step 1), DREAM Target 2035 Drug Discovery Challenge
Team KutumLab
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2024
Participant, Research Week with Google
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2023
4th place, NeurIPS SENSORIUM 2023 competition
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2023
6th place, CODA TB DREAM Challenge
Service
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2024 - 2025
Head of Projects
Ashoka Health Research Club
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2023 - 2024
Computer Science Representative
Department of Computer Science, Ashoka University