G
Garima Saroj
About
Detail
Software Specialist - Synthetic Biology at GitLife Biotech
Wharley End, England, United Kingdom
Résumé
Jobs
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Software Specialist - Synthetic BiologyGitLife BiotechNov 2025 - Current (8 months)- Peer ReviewerBristol Institute for Learning and Teaching BILTJan 2025 - Jul 2025 (7 months)As a Peer Reviewer for the Student Research Journal, I was responsible for evaluating research submissions, providing constructive feedback, and ensuring the integrity of the publication process. I collaborated closely with faculty and students to review teaching practices, which involved gathering feedback and communicating actionable improvements across multiple stakeholders. This experience not only enhanced my research skills but also allowed me to effectively manage relationships and facilitate discussions that contributed to the overall quality of the journal.
- AI Research EngineerIonioJan 2024 - Aug 2024 (8 months)As an AI Research Engineer, I specialized in training and fine-tuning customized large language models (LLMs) tailored for specific use cases, while also implementing Stable Diffusion workflows to develop innovative generative AI tools. My role involved collaborating closely with founders and product teams to translate business requirements into effective AI solutions, ensuring that the models delivered were aligned with client needs. Additionally, I utilized my skills in stakeholder management to facilitate communication and understanding between technical and non-technical teams. I also built API-based integrations and automated data pipelines using Python scripts and external services, which connected our models with production systems,
- Machine Learning Engineer InternPrutorIITKJul 2023 - Dec 2023 (6 months)- Integrated novel features such as AI interactive chatbot and recommender system to an edtech project SATHEE in collaboration with IIT Kanpur, intended to provide quality education to every student through a self assessment testing portal. - Also worked to inculcate various Indian languages for better understanding of students from all regions of the country.
- Machine Learning Engineer InternPrutorIITKJul 2023 - Dec 2023 (6 months)
- Research AuthorInternational Astronautical FederationApr 2023 - Oct 2023 (7 months)Symposium: A7 IAF Symposium on Ongoing and Near Future Space Astronomy and Solar System Science Missions Session: Space Astronomy missions, strategies and plans Paper title: Beyond Earth: Investigating the Moons of Jupiter and Saturn for Signs of Life
- Jr ML EngineerJupiter AI LabsAug 2022 - Nov 2022 (4 months)Facilitated an advanced ML course design for Up Grad with a 15-person ML team on structure, content and design. Topics covered: - SaaS/Cloud bot dev frameworks for voice-bot enablement (Kore AI, Cognigy, IBM Watson Assistant, Oracle Digital Assistant, One Reach AI, Boost AI, etc.) - Niche players in conversational AI's 7 verticals (HumanFirst, Botium, QBox, Voiceflow, prodigy, etc.) LLMs (AI21labs, OpenAI, HuggingFace, etc.)
- GDSC LeadGoogle Developer Student ClubsJul 2022 - Jul 2023 (1 year 1 month)As GDSC Lead, I spearheaded a team of 50 individuals in conducting sessions and workshops across various domains, including Web, App, UI/UX, ML, and DevOps, while effectively managing team members with diverse skill sets in technical, design, and managerial areas. I organized the GDSC WoW Delhi NCR event, which attracted a remarkable footfall of 1,100 students, showcasing our commitment to community engagement and knowledge sharing. Additionally, I led technical workshops and projects that involved integration with multiple tools and APIs, including automation and cloud services, to build end-to-end working systems, thereby enhancing our participants' practical skills and understanding of DevOps principles. My event planning skills were cru
- Data Science FellowFellowshipAIJul 2022 - Sep 2022 (3 months)Fellowship: Projects on industry-based data science and machine learning implementations. - Music Moderation: Collaborated with a team of 10 exceptionally skilled data scientists to create a cutting-edge music moderation solution using the implementation of MIDI sequencing, using music21, Librosa, WaveNet libraries in python, Krumhansl - Shmuckler algorithm, and beat graphs & spectrograms as visualization assets. - Worked on building whole-body Generative Adversarial Networks (GANs), utilizing an organized process for task documentation and model creation.
- Machine Learning InternFEYNN LABSApr 2022 - Jul 2022 (4 months)Led a team of 4 in conducting market segmentation analysis for an Electric Vehicle startup, including geographic, demographic, psychographic, and behavioral segmentation. I also came up with ideas for AI product/service prototyping for small to medium-scale businesses to bridge the gap with the market.
- Internship TraineeGyanEdge ConsultingNov 2021 - Jan 2022 (3 months)Overhauled a process re‑engineering to improve and consolidate the official website; restructured the blog page to increase the number of readers by up to 15% using ReactJS and WordPress.
- Machine Learning ResearcherGoogle Developer Student ClubsOct 2021 - Feb 2024 (2 years 5 months)Worked on machine learning projects with a team of 3 people using EDA, Computer Vision, NLP, and NLTK.
- Open source contributorGirlScript Winter of ContributingSep 2021 - Nov 2021 (3 months)Contributed to various open-source projects of GirlScript's organizations for 3 months.
Education
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- Master of Science - MSc, Data ScienceUniversity of BristolJan 2024 - Dec 2025 (2 years)
- Bachelor of Technology - BTech, Computer Science and Engineering (AI & ML)Dr APJ Abdul Kalam Technical UniversityJan 2020 - Dec 2024 (5 years)
- Intermediate and High School, PCMKendriya VidyalayaJan 2018 - Dec 2019 (2 years)
Projects (professional or personal)
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- SStable Diffusion implementation from scratch using PyTorchFeb 2024 - Mar 2024 (2 months)https://github.com/Ionio-io/Stable-diffusion-PyTorch
- NNetwork Intrusion Detection SystemA network intrusion is any unauthorized activity on a computer network. The unauthorized activities or abnormal network activities threaten users’ privacy and potentially damage the function and infrastructure of the whole network. We need IDS because it is crucial for security which enables us to detect and respond to malicious traffic.The main purpose of IDS is to ensure the IT personnel is notified when an attack or network intrusion might be taking place. Goals Given a data point classify is it an attack or not -> Binary Classification: : Train an ML model which takes inputs from the sensor measurements at a time stamp ‘t’ and classifies it either in “ATTACK” or “NORMAL” categories. That means that you want to determine if at time stamp
- PParameter-Efficient Fine-Tuning (PEFT)https://github.com/AndroGari/FineTuning-LLM
Awards
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- IIIT Goa CultRang 2022IIT GoaOct 2022Awarded first position and a cash prize for winning abstract Painting Competition in the national fest of IIT Goa.
- MSmart India Hackathon WinnerMOEs Innovation Cell Ministry of Education IndiaSep 2022
- BRajya Puraskar AwardeeBharat Scouts and Guides Government of IndiaJul 2018
- RUnder 21 Art Contest WinnerRajya Lalit Kala Academy Lucknow Uttar PradeshOct 2017
- NNational Athletics PlayerNational Sports Meet Kendriya Vidyalaya SangathanJul 2015
Publications
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- Beyond Earth: Investigating the Moons of Jupiter and Saturn for Signs of LifeInternational Astronautical FederationOct 2023This research study tends to focus on the exploration of the subterranean oceans on Europa, Ganymede, and Enceladus—the moons of Jupiter and Saturn. It is speculated that the subterranean ocean underlying Jupiter's moon Europa holds more water than all the oceans of Earth put together. A subsurface ocean is also believed to exist beneath Ganymede. The Juno probe uncovered evidence of a potential "magma ocean" beneath the moon's crust which may provide the ideal habitat for the origins of life. Enceladus, a moon of Saturn, is another moon with a subterranean ocean. The Cassini spacecraft revealed plumes of water vapor and frozen particles emerging from the south pole of the moon. These plumes might facilitate the finding of any marine microo