Hey, I'm Shivam.
I'm an AI/ML Engineer with 3+ years of experience building and deploying intelligent systems — from transformer architectures and agentic reasoning to production observability dashboards. I love turning complex ML workflows into clean, shipped products.
About Me
I'm an AI/ML Engineer based in Bangalore, India. I design and ship systems that combine modern machine learning with robust backend infrastructure — whether that's a from-scratch Transformer, a recursive LLM research scaffold, or a full observability platform for AI agents.
Currently focused on agentic AI, LLM observability, and production-ready MLOps. Previously worked across data pipelines, vendor integrations, NLP classification, and computer-vision OCR systems.
Work Experience
Data Scientist - I
EY · Bengaluru
Sept 2025 – Present
Software R&D Engineer
Sekyurity AI · Bengaluru
Sept 2023 – Aug 2025
Machine Learning Intern
Globussoft Technologies · Bengaluru
Sept 2022 – Aug 2023
Data Science Intern
FloData Analytics · Delhi
Jul 2021 – Oct 2021
My Work / Projects
AgentOps Dashboard
AgentOps
Self-hosted observability platform for LLM agents: custom SDK, FastAPI ingestion, React dashboard, span trees, token/cost analytics, and a Cloudflare-tunnel deployment.
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RLM BrowseComp Comparison
RLM BrowseComp Comparison
Fair benchmark of RAG, ReAct+BM25, and Recursive Language Modeling (RLM) on long-document QA. RLM reached 0.72 F1 on BrowseComp-Plus vs. 0.20 with thinking-heavy models.
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Transformer from Scratch
Transformer from Scratch
PyTorch implementation of "Attention Is All You Need" for language translation. Built encoder, decoder, multi-head attention, and feed-forward blocks from the ground up.
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Song Recommendation System
Song Recommendation System
Content-based recommender that reads a user's Spotify playlist via the Spotify API and suggests similar songs using cosine similarity against a Kaggle dataset.
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Tech Stack
Languages
Python C++ JavaScript
ML / AI
PyTorch TensorFlow / Keras Transformers LangGraph / LangChain LLM Agents RAG & RLM
Backend & Data
FastAPI Flask PostgreSQL Redis Docker Caddy
Frontend & Cloud
React Vite Flutter Firebase Cloudflare Tunnel AWS S3