Machine learning engineer
I am a Software engineer with expertise in ML,Gen AI and MLOPS.
I have a MSc in advanced computer science from the University of Exeter,Uk and a BE in Electronics from University of Mumbai. I am passionate about applying ML to production environments. On the flip side,I was one of the luck 2400/1 million who cleared the UPSC Civil services preliminary exam 2023
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- Applying Physics informed neural networks to radar movies and developing a novel method by adding physics to existing spatiotemporal methods
- Finding if a function is vulnerable using a Graph convolutional network in Jax and a custom dataset
- Contributed ActRE-ReAcT agent and output parsing to general purpose modular agents library for natural language processing
- Using multiobjective ACO to solve multi-objective TTP and compare with ACO
- MOHPO of XGboost using NSGA2 and SMS-EMOA
- Ported Predrnnv2 from Pytorch to Jax to better understand Jax and use @jit,autoparallelism
- Finetuned MAMBA at a HPC cluster for MTBench
- On a custom dataset of UPSC CSE pre questions, created a RAG lvl4 model using llmstudio and chromadb