Akshay PrasadData scientist

Akshay Prasad.

Data scientist building ML models and AI agents for security, insurance and IT operations.

Get in touch
Calicut, IN · UTC+5:30 4+ yrs production ML PhD Economics • Remote or relocation

01 · Brightaira · 2025–now

Root-cause AI agent

An agentic AIOps platform that reads tickets, logs and alerts, finds what broke and recommends the fix.

  1. Tickets
  2. Logs
  3. Correlate
  4. Causal graph
  5. LLM
  6. Fix

Example trace

  1. › ingest INC-2041 · 3 alerts
  2. › retrieve 418 log lines · 6 services
  3. › correlate 14 events → 1 incident
  4. › graph db-pool → api → checkout
  5. › cause connection pool exhausted
  6. › fix raise pool limit, recycle api pods
  • LangGraph
  • RAG
  • LangSmith
  • Faster Whisper

02 · Computer vision R&D · 2026

GPS-free drone navigation

2.0m median error

99.97%within 10 m

88 msper photo

Benchmark · simulated compass and odometry

03 · Results · accuracy on each project’s own test data

Models shipped

Intrusion detectionSecurity98%
Education-loan take-upPhD research97%
Malware familiesSecurity96%
Phishing detectionSecurity95%
Policy lapsationInsurance92%

Also built: natural-language-to-SQL assistant, income prediction, claim-risk scoring, threat-intelligence pipeline.

04 · Fig. 0 · toy regression, refit live

y = 0.60x + 0.18 · R² 0.85

05 · Research

8.

Peer-reviewed publications in quantitative economics

PhD Economics, Univ. of Calicut · ICSSR Fellow · UGC NET

06 · Experience

  1. 2025–nowData Scientist · Brightaira
  2. 2025Data Scientist · dSights ai
  3. 2022–25Data Scientist · Gladius Schild
  4. 2021–22Operations Manager · Gladius Schild
  5. 2019–20Assistant Professor · Quantitative Economics

07 · Stack

  • LangGraph
  • RAG
  • LangChain
  • LangSmith
  • XGBoost
  • PyTorch
  • Transformers
  • Survival analysis
  • Causal inference
  • Time series
  • Python
  • SQL
  • Docker
  • MLflow
  • AWS
  • Azure

08 · Contact

Hiring?
Let’s talk.

akshayprasadp@gmail.com Open mail app

Remote or relocation · IST, UTC+5:30