Vitae

Appointments

NL
Founding AI Engineer
Jan 2026 – Present
Neatlogs · Bangalore
Observability for AI agents: detections on traces, search across runs, and evals a reviewer can inspect.
• Multi-label detection on agent traces with QLoRA-finetuned LLaMA 3.1 (8B), ~16K curated samples, MLflow on A100s, 0.83–0.91 F1. Served on Azure ML and SageMaker with blue-green rollout and latency SLOs.
• Event-driven FastAPI services on AWS App Runner with Kafka consumers — ML, regex, conditional, and Presidio PII detectors, with batching and graceful degradation.
• Search and interpretability agents over traces (FSM streaming parser, adaptive model routing, sub-2s TTFT). Hybrid BM25 + vector retrieval with RRF on ClickHouse (HNSW); six embedding models × four dimensions for recall vs latency.
• Prompt-template reverse-engineering with FastCDC, Merkle structural diffs, and anchor matching — >90% precision, sub-50ms extract.
QLoRALLaMAFastAPIKafkaClickHouseAzure MLSageMaker
TH
Software Engineer AI/ML II
Jan 2025 – Jan 2026
Thena.ai · Bangalore
Production AI for B2B support: agents, copilots, logs, and an MCP server on top of the CRM.
• Shipped an agentic chat interface with entity-aware memory and RAG in under three months, then the surrounding CRM workflows (ticket deflection, summarization, platform actions) with idempotency and supersession under concurrent load.
• Cut chat latency 85% and workflow time 66% with caching, checkpointing, and queued retrieval.
• Tooling around the agents: MCP server, federated retrieval, web search, NL2SQL, charting, Thena API connectors, evals, guardrails, GitHub Actions, and Sentry.
LangGraphRAGMCPFastAPIPostgreSQLRedis
Product posts about features I built. I did not write these articles.
AI Logs ↗AI web chat ↗AI copilot ↗Auto-responder ↗Agentic chat ↗MCP · Claude ↗MCP · Raycast ↗
EN
System Software Engineer
Jul 2023 – Dec 2024
Enphase Energy · Bangalore
Firmware analysis and control-system estimation for energy hardware.
• Python parsers for firmware correction analysis — 15% better simulated power performance.
• SciPy curve-fitting for control parameters; a test framework that cut run time 20%.
PythonSciPyControl systems
PI
AI Fellow
Mar 2023 – May 2023
Pi School · Remote
LLM-as-judge for business chatbots. One of ten fellows.
• Evaluation system that writes human-like feedback for chatbot replies.
• Workshop on prompt engineering; materials are public.
LLMsEvalNLP
Code ↗Workshop ↗Talk ↗
MD
Summer Intern
Jun 2022 – Aug 2022
Medtronic · Hyderabad
Vision for HUGO RAS. US patent application filed.
• Automated masking of laparoscopic surgical video.
• Real-time tracking and collision avoidance for the robotic arms.
Computer visionRobotics
Report ↗LoR ↗

Education

Indian Institute of Technology Delhi

B.Tech, Electrical Engineering; minor in Cognitive & Intelligent Systems

2019 – 2023 · GPA 8.0 / 10

Publications & patents

1. [P.1]Surgical Robotic System with Laparoscopic System

   K V S Manoj Kumar Vadali, Sai Gautham Ravipati, Aadarsh Gupta

   US Patent Application · Medtronic Inc., 2022

   ReportLoR

2. [C.1]Text based diagnosis of COVID-19 using Data mining techniques: A comparative study

   Aadarsh Gupta*, Aastha Valecha*, Sapna Mishra, Tapan Gandhi

   IEEE INDICON, 2022 · * Equal contribution

   PaperCodeSlides

Awards

Fellowships

• 2023AI Fellowship, Pi School — 1 of 10 fellows. Scholarship, School of AI, Italy.
• 2023Singapore International Pre-Graduate Award — Visiting research scholar selection, IHPC, A*STAR.
• 2022IHFC Project Fellowship — Scholarship for a project mentored by Addverb Technologies.

Earlier

• 2018KVPY Fellow — DST, Govt. of India and IISc Bangalore.
• 2017NTSE — National scholarship, NCERT.
• 2018INChO / NSEC — Certificate of Merit, top 1%.
• 2019JEE Advanced — AIR 467 / ~230,000 shortlisted.
• 2019JEE Mains — AIR 498 / 1.2M. 99.963 percentile.