Ankush Mishra
Data Scientist leveraging LangChain and RAG for LLMs
- Role
- Data Scientist at Art - Abstinent Research & Technologies
- Location
- Bhopal, MP, IN
- LinkedIn followers
- 500 followers
About Ankush Mishra
Graduating with a BTech in Computer Science in 2024, my academic journey at SISTec-E laid the foundation for my expertise in data science and advanced technologies. My academic focus on mathematics and computer science cultivated a strong analytical mindset, enabling me to excel in data-driven fields. Presently, I contribute as a Data Scientist at ART - Abstinent Research & Technologies, where I assist in training and fine-tuning large language models (LLMs). My role emphasizes dataset preparation, hyperparameter tuning, and optimizing training workflows. Through collaboration with researchers, I support the real-world application of LLMs by improving model behaviors and conducting comprehensive performance evaluations. My work reflects a commitment to leveraging advanced AI solutions for impactful outcomes.
Experience
Data Scientist
Art - Abstinent Research & Technologies
Oct 2024 — Present
Assist in training and fine-tuning LLMs, including data preparation, hyperparameter tuning, and experiment optimization.* Support human-in-the-loop processes, including annotating, reviewing model outputs, and conducting error analysis.* Prepare datasets for supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF) to improve model behavior.* Evaluate LLM performance using qualitative and quantitative metrics, track issues, and provide improvement recommendations.* Collaborate with researchers to enhance training workflows and optimize LLM models for real-world applications.
Education
Emerald Heights Higher Secondary School
12th, Mathematics
Emerald Heights Higher Secondary School
10th
Sagar Institute of Science Technology and Engineering (SISTec-E)
Bachelor of Technology - BTech, Computer Science
2020 — 2024
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