Keshav Kapur
Software engineer with AI depth, specializing in backend services . Currently at LinkedIn; previously at Shell.
Shipped at
00 · Now
At LinkedIn I’m shipping production ML services: LoRA fine-tuning, evaluation pipelines, and Flyte workflows that cut inference cost and stay reliable under load. Before that: two years at Shell building .NET services, CI/CD, and Azure infra. Open to full-time software and AI / ML roles, plus Fall 2026 internships.
“Two weeks at LinkedIn down: orientation done, diving into the summer project.” Latest note →
01 · Experience
Python · Java · MySQL · PyTorch · Qwen 2.5 · LoRA · Flyte
Python · PyTorch · LLMs · DPO · GRPO · SFT
C# · .NET · GitHub Actions · Terraform · Azure · Docker · MySQL
02 · Projects
Software, systems, and ML work from github.com/Blebot0.
Python · CLIP · FAISS · Fashion Retrieval
Cross-modal search · CLIP + FAISS · query expansion + rerank
Text-to-image search for fashion: CLIP embeddings, FAISS indexing, query expansion, metadata filters, and side-by-side multi-model comparison.
Python · Network Analysis · Graph Mining · LIWC · Supervised Learning
8.8% cross-community hostility rate · graph + text features
Data-mining study of the SNAP Reddit hyperlink graph: predicting hostile cross-subreddit links from structure and language.
Python · PyTorch · REINFORCE · RNN
REINFORCE + supervised hybrid glimpse policy
PyTorch RAM that glimpses image patches like a retina, trains location policy with REINFORCE, and classifies with a hybrid pipeline.
Python · Kolmogorov-Arnold Networks · B-splines · Mixed Precision
B-spline edges · early stopping · full validation suite
Deep KAN regressor that predicts m-height from matrix configurations using learnable edge activations.
JavaScript · Node.js · Python · Gemini
Success-rate prediction · auto-fix drafts · dry-run PRs
AI issue-resolution assistant that mines similar closed GitHub issues and can generate pull-ready patches.
Python · BM25 · Embeddings · Cross-Encoder Rerank
Two-stage IR · nDCG / AP / Recall composite
Hybrid BM25 + dense retrieval with cross-encoder reranking for grocery product search.
C++ · Behaviour Trees · Robotics · State Machines
Tick-driven sequences · fallbacks · parallels
Lightweight behaviour-tree library for common robot tasks with clear status semantics.
ROS · Python · PyQT · C++ · OCR · Machine Learning
OCR → Braille / voice accessibility hardware
Open-source braille reader: OCR extracts document text, then translates to Braille and voice via physical actuation.
03 · LinkedIn
Orientation, cohort energy, and diving into the summer LLM project after onboarding.
Read postMaintained a 4.0 through semester two at Texas A&M, shipping PixelQuery and Reddit Hyperlink Network analysis.
Read postThrilled to announce a summer AI/ML internship at LinkedIn after a rewarding spring at TAMU.
Read postNotes from a talk packed with leadership anecdotes and practical takeaways for builders.
Read postWrapped Deep Learning and RL coursework with Recurrent Attention Model and KAN m-height prediction projects.
Read postGrateful for the NLP group meetup and the community kicking off the research semester.
Read postStarting at Texas A&M, plus TAMU Datathon work on H-E-B semantic reranking and CodeWhisper.
Read postClosing two incredible years as an Associate Software Engineer and heading into the next chapter.
Read post04 · Stack
Python · C# · .NET · Java · C++ · JavaScript · FastAPI · React · Docker · MySQL · PostgreSQL · Grafana
Azure · AWS · Terraform · GitHub Actions · Linux · Kubernetes · Azure DevOps · Flyte
PyTorch · LoRA · RAG · NLP · Deep RL · LLMOps · MCP · AI Foundry
Terraform Associate (003) · Azure Fundamentals · Green Software Practitioner
05 · Education
Master of Science in Computer Science · GPA 4.0/4.0
BTech Computer Engineering · CGPA 9.1/10 · Rank 7/139 · Head of AI & Automation, Mars Rover Manipal
06 · Publications
Multi-source Reddit/Twitter sentiment for cyber security attitudes; compared ML, lexicon, and deep models.
DOI ↗Binary age self-report tweet classification for the Social Media Mining for Health shared task.
ACL Anthology ↗07 · Contact
Open to full-time software and AI / ML roles, plus Fall 2026 internships. College Station, Texas. Remote & relocate friendly.