Welcome to my homepage!
About me
I hold a Master’s degree in Data Science from SUNY University at Buffalo, graduated in May 2023. I’m actively seeking full-time employment opportunities in the field of Data Science and Machine Learning. Prior to my academic pursuits, I gained valuable experience as an ML Software Engineer at a growth stage startup, accumulating a total of 3 years of professional expertise.
My current research interests lie in Applied Machine Learning, Language modeling, and ML training optimization techniques. I like to work in the sphere of intersection of Machine Learning and Software Engineering stuff with special interests in Natural Language Processing.
Apart from work, I enjoy playing music, video games, and traveling.
Education
- Master’s in Data Science, SUNY University at Buffalo (Class of 2023)
- Bachelor’s in Computer Engineering, PICT University of Pune (Class of 2018)
Technical Skills
- Languages - Expert: Python; Intermediate : C++; Basic : Java/J2EE, C, Golang, Jax, R
- LLM toolkit: LangChain, LlamaIndex, GuardRails, Steamship, Weaviate, FAISS, HuggingFace, TensorRT, ONNX, Vertex AI
- Libraries/Frameworks - Pandas, Modin, RAPIDS, NumPy, SciPy, Sk-learn, Keras, PyTorch, TensorFlow 1.x, Flair, Fastai 2, NLTK, Spacy, PyTorch Lightning, Celery, Onnx, OpenVINO, Jupyter notebooks, BigQuery
- Data Visualization - Tableau, PowerBI, d3.js, seaborn, matplotlib
- Version Control - Git, SVN, Bitbucket
- CI/CD - GitlabCI, Jenkins, CircleCI, GitHub Actions, Docker
- Databases - SQL, Redis, MongoDB, Spark, Arrow, BigQuery
- Cloud - AWS, GCP
- Web-development - HTML/CSS, Django, Flask, FastAPI, Streamlit, Gradio
Work Experience
- Machine Learning Engineering Intern, Tellagence : June’23 - Present
- Software Engineer in Machine Learning, Rubiscape : Jan’19 - June’21
- Machine Learning Intern, Walnut App : Aug’17 - Nov’18
Publications
- NFL RosterGen: Optimizing roster construction using Genetic Algorithms, Elsevier SoftwareX (2022) view paper
Volunteer Experience
- Core-team member and Tech Lead at Google Developer Student Club chapter at SUNY University at Buffalo for 2022
- Mentored multiple student groups for undergrad research projects in Applied ML
- Conducted 40+ sessions as a Machine Learning facilitator at Academic Faculty Development Programs for teaching faculty at engineering colleges under Government of India, MHRD initiative
- Student ambassador to Huggingface at SUNY Buffalo university to volunteer with the community in their ML democratization efforts : June’22 - Dec’22