S&P Global
Senior Data Scientist
ASHUTOSH MISHRA / AI ENGINEER
Intelligence, built
for the real world.
I build AI that moves from possibility to production. Seven years of turning data into GenAI and machine learning systems used by millions.
Currently · Senior Data Scientist at S&P Global
SCROLL TO EXPLORE01 — 07
01 / EXPERIENCE
From an idea
to everyday impact.
Building intelligent systems across enterprise AI, personalisation, and language understanding.
Wipro
Data Scientist → AI Lead, GenAI Practice
Led 15 GenAI engineers delivering enterprise AI and agentic systems. Launched root-cause analysis solutions that reduced infrastructure mean time to recovery by 15%.
More about the work
- Fine-tuned and deployed domain-specific small language models on secure, GPU-based on-premises infrastructure.
- Partnered with client stakeholders across 6+ enterprise engagements, from solution scoping through production deployment.
- Defined architecture, evaluation criteria, and rollout plans for enterprise AI and infrastructure diagnostic solutions.
Let's Cooee
Founding Engineer and Data Scientist
Built and scaled core AI and data products as an early founding engineer, including real-time purchase-intent systems processing 11M+ e-commerce sessions a day.
More about the work
- Designed an event-driven architecture that improved data-processing efficiency by more than 60%.
- Developed an LLM-powered analytics system using tool calling over PostgreSQL, contributing to a 4%+ conversion uplift.
- Automated model training, evaluation, deployment, monitoring, and retraining pipelines.
Riverus
Associate Data Scientist
Built machine learning systems for large-scale legal corpora, achieving 90% precision in extracting high-value analytics.
More about the work
- Improved fuzzy text-matching performance by 25% for quoted-text comparisons across legal datasets.
- Developed and deployed an ensemble of transformer and supervised learning models supporting one-class classification for 160K+ users.
02 / PRACTICE
Curiosity meets
engineering.
My work connects machine learning research with the systems that make it useful.
Intelligence
Generative AI, LLMs, NLP, deep learning, reinforcement learning, graph networks
Engineering
Python, SQL / NoSQL, cloud infrastructure, Docker, CI/CD, scalable ML pipelines
Research
Uncertainty quantification, Bayesian methods, time series, model benchmarking
FOUNDATIONS
IGIT
B.Tech, Computer Science · 2015–2019
Honours in Artificial Intelligence and Real Time Systems
Early work & internships
KG LLP Aug — Sep 2018
Data Science Intern · Financial time series, deep learning, and uncertainty quantification.
TINO IQ Jun — Aug 2018
Machine Learning Intern · Financial modelling and stock price prediction.
Intel Indexer LLC Feb — May 2018
Project Intern · Economic prediction, dynamic time warping, and Bayesian methods.
03 / SKILLS
Tools of the trade.
From agent design and model serving to the data and infrastructure behind production AI.
Languages
Python, JavaScript, SQL, Rust
Generative AI
LLMs, AI agents, RAG, MCP, tool calling, LLM fine-tuning, Hugging Face, LangChain, Google ADK, FastMCP
ML & inference
PyTorch, machine learning, deep learning, JAX, Scikit-learn, vLLM, TGI, model serving, Unsloth
Backend & cloud
FastAPI, Node.js, AWS, Azure, Google Cloud, Docker, CI/CD, MLOps, serverless deployment, Nginx
Data
PostgreSQL, MongoDB, ClickHouse, Snowflake, ChromaDB, vector databases, knowledge graphs, NoSQL
04 / ACHIEVEMENTS
Milestones along the way.
Recognition, open-source contributions, and work shared with the AI community.
- 2026 · HACKATHON WINNER
Hugging Face Build Small
Rune Goblin: an AI dungeon crawler where hand-drawn runes become spells. Read the build story ↗
- 2025 · TEAM RECOGNITION
S&P Global Innovation Award
Member of the award-winning team.
- 2020 · INDIVIDUAL RECOGNITION
Riverus Rookie of the Year
- 2017 · HACKATHON WINNER
Smart India Hackathon
Winner at the inaugural nationwide edition.
- 2026 · OPEN-SOURCE AMBASSADOR
OpenBMB
- OPEN SOURCE · CONTRIBUTOR
AI models & datasets
Synthetic datasets and fine-tuned models published on Hugging Face.
05 / WRITING
Notes from
the exploration.
The latest posts from the blog, on machine learning, research, and practical tools.
Machine Learning
What I Learned Benchmarking Jev Against Classical Machine Learning
Hackathons
Rune Goblin: My Build Small Hackathon Winner
Deep Learning
GPU Server SetUp for DeepLearning
tech
Pytorch English to Hindi Translation using Attention
06 / CONNECT
Good things start
with a conversation.
Have an interesting problem in AI, an idea to explore, or just want to say hello?
prog.mishra@gmail.com ↗