Trend Pilot
Multi-agent assistant for creator teams that catches trends, generates scripts, and assigns work. Built with FastAPI, Next.js, GPT-4o VLM, and CI/CD.
- 25% to 60%
- post hit rate
- ~22x
- modeled ROI
Open to full-time roles | Los Angeles, CA
Shamik Basu
AI Enabled Data Scientist
I ship production ML, RAG, and LLM systems with measurable impact: 72% lower cost on a 5M+ record/month pipeline, 27% better fraud detection, and 115x GPU speedup on CUDA architecture. MS Applied Data Science at USC (GPA 3.7). Available for data science, machine learning, and applied AI roles.
- 2+ years production ML
- MS Data Science, USC
- 1st Place, UCLA SAIRS
Highlights
2025 | Hackathon
1st Place at UCLA SAIRS
EcoMate-AI: multimodal agentic platform built in 24 hours.
Open Source40+ pull requests
23 open · 19 closed · 11 merged across scikit-learn, NumPy, NetworkX, Hugging Face, and more.
2025-PresentVP of GRIDS at USC
Workshops and projects for 250+ graduate data scientists.
Projects
Featured projects
End-to-end builds with case studies, demos, and measurable outcomes.
1st Place
Hackathon, 24 hrs
EcoMate-AI
Multimodal agentic platform (Gemini 2.5 Flash) that turns receipts and activity into sustainability actions.
- UCLA SAIRS
- 2025 winner
GPU Computing
Custom CUDA Library
Shared-memory tiled kernels with Python bindings, delivering 115x CPU and 14x PyTorch speedups on Tesla T4.
Data Viz
Workflow Analytics
Smooth Operation
Atlassian Forge app with heatmaps, analytics, smart search, and vulnerability scanning for Jira and Confluence.
Experience
Experience
Impact-focused summaries. Full detail is in the resume PDF.
-
Data Science Associate Intern
Liquidity AI Capital | Los Angeles, CA
Deployed production SLM inference in Docker with end-to-end LoRA fine-tuning for domain-specific financial inference.
-
Data Science Associate Intern
KCC Capital Partners | Los Angeles, CA
Built an agentic LangChain pipeline for M&A target sourcing with LLM classification, web scraping, and structured extraction.
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Data Scientist
Bajaj Finserv Health | Pune, India
- 72% cost reduction
- 5M+ records/mo
- 92% accuracy
Production RAG pipeline (LangChain + GPT-3.5) with Langfuse observability and Kafka event-driven inference.
-
Associate Data Scientist
Bajaj Finserv Health | Pune, India
- +27% fraud accuracy
- +22% efficiency
Redesigned a production NER pipeline and shipped supervised models with fewer false positives.
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Data Engineer Intern
Bajaj Finserv Health | Pune, India
Scaled ETL to 10M+ records across 200+ features with C++/Trino/Docker and optimized SQL.
Education
Education
Applied data science and computer science foundations.
University of Southern California
MS, Applied Data Science
- Deep Learning
- Machine Learning
- Data Mining
- Data Management
SRM Institute of Science & Technology
BTech, Computer Science
- Algorithms
- Artificial Intelligence
- Computer Vision
- Probability & Queueing
Leadership
Leadership
Community building and graduate mentorship at USC.
250+
Vice President
GRIDS, Graduate Data Science Club, USC
Lead analytics workshops, ideathons, and projects for a 250-member graduate data science community.
1:1
Graduate Mentor
USC Viterbi School of Engineering
Mentor graduate students on data science career paths, technical communication, and professional development.
Skills
Technical skills
Core tools and methods used in production work.
Python, SQL, R, C/C++, PostgreSQL, MongoDB, Spark, Trino, Kafka, Machine Learning, Statistics, Causal Inference, A/B Testing, NLP, NER, Forecasting, Tableau, Power BI, PyTorch, TensorFlow, Hugging Face, LoRA, RAG, LangChain, Multi-Agent Systems, AWS, Docker, Kubernetes, REST APIs, CI/CD, Azure Synapse, Langfuse, Git
Languages & Databases
- Python
- SQL
- R
- C/C++
- PostgreSQL
- MongoDB
- Spark
- Trino
- Kafka
ML & Analytics
- Machine Learning
- Statistics
- Causal Inference
- A/B Testing
- NLP
- NER
- Forecasting
- Tableau
- Power BI
Deep Learning & LLMs
- PyTorch
- TensorFlow
- Hugging Face
- LoRA
- RAG
- LangChain
- Multi-Agent
Cloud & DevOps
- AWS
- Docker
- Kubernetes
- REST APIs
- CI/CD
- Azure Synapse
- Langfuse
- Git
Contact
Contact
Book a short intro call, or email me. I typically reply within 24 hours.