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Nishant Tomar

@nishanttomar

AI developer at Futurense who shipped a production AWS LLM pipeline and rebuilt it with retries and checkpointing after an outage.

India

Message

What I'm looking for

I’m looking for a full-time, on-site role in Delhi NCR and can join immediately.

At Futurense, I shipped a serverless AWS pipeline connecting S3, Lambda, Bedrock, and QuickSight that replaced a manual reporting cycle and went into weekly production use. When Bedrock throttling caused a live run to produce no output, I traced the issue from logs and rebuilt the pipeline with retries and checkpointing.

I also deployed SLIS, a classifier that reached 93.1% accuracy on at-risk students, choosing gradient boosting so its drivers could be explained. I built an LLM-powered GitHub repository reviewer with LangChain and the Groq API.

In my lekh project, I built a document-evidence review system that checks claims against source documents and verifies citations. Its GitHub Actions regression suite caught all 37 seeded defects across 72 files, with no false positives.

Experience

Work history, roles, and key accomplishments

ML Engineer Intern

Futurense

Feb 2026 - Jun 2026 (4 months)

Built and shipped a serverless AWS pipeline (S3 → Lambda → Bedrock → QuickSight) that replaced a manual reporting cycle and went into weekly production use. Owned a live production incident end to end, root-causing a Bedrock throttling event and rebuilding the pipeline with chunked batching, backoff retries, and checkpoint/resume.

AWS S3 Lambda Bedrock QuickSight Python Lang Chain GROQ Gradient Boosting Explainable AI Serverless ETL Incident Management Retry Logic Checkpointing

Data Analyst Intern

Futurense

Jun 2024 - Sep 2024 (3 months)

Served as technical point of contact for marketing and operations, turning business questions into ETL pipelines in Python, SQL, and Pandas, then delivering Power BI dashboards and A/B tests that contributed to 2% monthly lead growth and a 25% increase in registration revenue.

Python SQL Pandas Power BI ETL A B Testing Data Analysis Dashboarding