Srihari Unnikrishnan

AI Researcher

Bengaluru, Karnataka, India3 yrs 5 mos experience
Most Likely To SwitchAI Enabled

Key Highlights

  • Expert in AI and LLM research with Microsoft.
  • Specialized in financial machine learning strategies.
  • Proven track record in developing RAG systems.
Stackforce AI infers this person is a Fintech and AI specialist with strong expertise in quantitative analysis and machine learning.

Contact

Skills

Core Skills

Artificial Intelligence (ai)Machine LearningQuantitative FinanceAlgorithm DevelopmentQuantitative ResearchBig Data AnalyticsNatural Language Processing (nlp)Risk AnalysisFull-stack DevelopmentApi DevelopmentComputer Vision

Other Skills

AWS LambdaAlgorithmic TradingAlpha GenerationAmazon DynamodbAmazon S3Amazon Web Services (AWS)ArbitrageBacktestingBig DataC++Cascading Style Sheets (CSS)Commodity MarketsComputer EngineeringComputer ScienceConvolutional Neural Networks (CNN)

About

I work with AI and LLM Research at Microsoft. I also dive into Financial Machine Learning and Math/Physics based Strategies for trading and investments. My email: srihari.unnikrishnan@gmail.com

Experience

3 yrs 5 mos
Total Experience
1 yr 11 mos
Average Tenure
3 yrs 5 mos
Current Experience

Microsoft

Artificial Intelligence Researcher

Jul 2025Present · 11 mos · Bengaluru

  • LLM research and AI system design for the AIOps Team at Microsoft
  • Focusing on areas like retrieval-augmented generation (RAG), explainable prediction architectures, and memory-augmented LLM workflows.
  • Developed ResearchMatch: A tool that helps research teams hire better candidates using agentic LLM workflows.
Python (Programming Language)Natural Language Processing (NLP)Large Language Models (LLM)Artificial Intelligence (AI)Machine LearningAlgorithm Development+1

2cents capital

Quantitative Researcher & Developer

Apr 2025Jun 2025 · 2 mos · Dubai, United Arab Emirates · Hybrid

  • Working for Dubai based hedge fund, 2cents capital in the Quant Development and Quant Research Divisions.
  • Working on building the team, expanding distribution and also enabling AI/ML automation and processes across the organisation.
Digital AssetsFuturesStatisticsComputer SciencePredictive ModelingProgramming+34

Sony research india

Data Scientist

Jul 2024Jan 2025 · 6 mos · Bengaluru · Remote

  • Research Scientist and AI engineer and was awarded the best research team.
  • Doing Big Data Analytics for the Sony LIV platform.
  • Researched and Developed Dashboards to analyze the churn of customers from the Sony LIV platform
  • Working on heavily imbalanced customer churn data. Developed a Machine Learning pipeline for the same and achieved an f1 score of 0.78
Computer SciencePredictive ModelingProgrammingBig DataArtificial Intelligence (AI)Vector Databases+10

Pwc

Data Scientist

May 2024Jul 2024 · 2 mos · Delhi, India · Hybrid

  • Developed Context-aware RAG systems for publically available data. Implementing prompt-engineering processes resulting in a 300% increase in speed and 75% advancement on result accuracy for prompt responses.
  • Worked with big data analytics on 6 million rows of public data.
  • Made APIs for apache superset to develop graphs and developed dashboards for client in the public sector
  • Recieved PPO (pre placement offer)
Big Data AnalyticsComputer SciencePredictive ModelingProgrammingBig DataArtificial Intelligence (AI)+9

Ionio

NLP Engineer

Nov 2023Apr 2024 · 5 mos · Delaware, United States · Remote

  • NLP Engineer at Ionio
  • Developing Voice assistants using twilio and custom built LLMs and Open AI
  • Researched LLMs and Deployed and Developed Open LLMs.
  • Did efficient cost analysis for deploying LLMs to production.
Computer SciencePredictive ModelingProgrammingAPI DevelopmentVector DatabasesLarge Language Models (LLM)+6

Alts wealth private limited

Machine Learning Engineer

Nov 2023Feb 2024 · 3 mos · Bengaluru, Karnataka, India · Hybrid

  • Made RAG systems for LLMs in finance to aid in investment banking, asset management, wealth management.
  • Used OpenLLMs and practices to reduce inference time by 50%.
Amazon Web Services (AWS)Computer ScienceConvolutional Neural Networks (CNN)Predictive ModelingProgrammingRisk Analysis+8

Revoquant ai

Data Scientist

Aug 2023Nov 2023 · 3 mos · Gurugram, Haryana, India · Hybrid

  • Built products to manage Enterprise Risk Analysis Solutions
  • Used Financial Models and combined them with Machine Learning to analyze large(500K+ Records) amounts of data.
  • Built high level Machine Learning models to detect fraud in Corporate Enviorments
Computer SciencePredictive ModelingProgrammingRisk AnalysisLarge Language Models (LLM)Data Modeling+10

Tisac

Full Stack Engineer

May 2023Aug 2023 · 3 mos · Remote

  • Full Stack Engineer for data preprocessing company, Tisac
  • Early Stage Startup Consulting and Development for MVP
  • Building the entire platform and APIs on the MERN stack and Microsoft Azure Platform.
  • Paid Internship
Computer ScienceProgrammingMongoDBAPI DevelopmentReact.jsMERN Stack+1

Murven design solutions

Visual Research Intern

Feb 2023Apr 2023 · 2 mos · Chennai, Tamil Nadu, India · Hybrid

  • Deployed React Apps on the AWS Cloud Platform.
  • Managed AWS DynamoDB databases and made apps on the MERN Stack.
  • Mentored my team members and fellow developers.
  • Deployed Multiple APIs using AWS Lambda and worked with OAuth Integration.
  • Paid Internship
Computer ScienceConvolutional Neural Networks (CNN)ProgrammingDeep LearningShell ScriptingPython (Programming Language)+6

Self-employed

Quantitative AI Engineer and Consultant

Jan 2023Present · 3 yrs 5 mos · Remote

  • Freelancer at Upwork and also clients found through networking
  • Specialised mainly in the finance and fintech industry in UK, USA and India
  • Worked for a popular AI tools directory and helped them increase their footfall to 4M+ readers monthly
  • Mainly worked in the field of fast and efficient RAG integrations and developments for banks, trading firms and private equity institutions.
Digital AssetsFuturesComputer SciencePredictive ModelingProgrammingCryptocurrency Trading+17

Addverb

Internship in Mobile Robotics

Jul 2022Aug 2022 · 1 mo · Noida, Uttar Pradesh, India

  • Worked with Computer Vision Models for Mobile robots.
  • Worked with a Team of 10+ engineers to build Autonomous Industrial Level Robots.
  • Helped Speed Up Development using Shell Scripting and Python.
  • Packaged Necessary libraries for Nvidia Jetson Platform.
  • Deployed Machine Learning models on the cloud.
Computer ScienceConvolutional Neural Networks (CNN)ProgrammingDeep LearningShell ScriptingPython (Programming Language)+6

Education

Vellore Institute of Technology

Bachelor of Technology - BTech — Computer Science with Spec. in Artificial Intelligence and Machine Learning

Aug 2021May 2025

Apeejay Stya Education (Svran Foundation)

Jan 2007Jan 2020

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