S

Shivanandana Sharma

Product Engineer

Mumbai, Maharashtra, India2 yrs 11 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in AI with extensive project experience.
  • Proven track record in deploying large-scale LLMs.
  • Published multiple research papers in AI.
Stackforce AI infers this person is a Fintech professional with strong expertise in AI and data science.

Contact

Skills

Core Skills

Artificial Intelligence (ai)Generative AiData ScienceNatural Language Processing (nlp)Explainable AiMachine LearningContent ManagementMarketing

Other Skills

Go (Programming Language)Python (Programming Language)Data WranglingVisualizationTopic ModelingSQLRetrieval-Augmented Generation (RAG)BERT (Language Model)GPT-4ChatbotsSentiment AnalysisDeep LearningAmazon Web Services (AWS)Google BigQueryMicrosoft SQL Server

About

Top of the Morning! This is Shivanandana Sharma, a Computer Science Engineer and an AI connoisseur. I completed my Undergraduate degree from Symbiosis Institute of Technology where I majored in Computer Science Engineering with Honors in Cloud Computing and Blockchain. Worked on two projects with Govt. of India (CSIR-NCL and Pavitr Project) as AI Research Collaborator and AI Consultant respectively. Ex Data Science and AI Engineer at BlinkX by JM Financial. Currently working as Product Engineer (SDE 3) at Dhan, Raise Financial. 🛠️Projects – • Large Language Model – Retrieval Augmented Generation (LLM RAG) automated pipeline for data collection, chunking and vectorization of 30k+ financial documents (Annual Reports and Conference Call Documents) using Langchain, OpenAI, PineCone and Google Cloud. • Multiple LLM Models deployed on 8x H200 GPUs - GPT OSS 120B, CodeLlama, Mistral using VLLM and Accelerate, frontend using Open WebUI. • Cancer Research in collaboration with CSIR-National Chemical Laboratory (Govt. of India) where we predicted drug value using ensemble regression models on dataset with 200+ features, and built an Explainable AI layer (LIME) on top to explain model predictions. 🤖Tech Stack – • Backend – Python (Advanced), Golang (Advanced), Rust (Intermediate), C++ (Intermediate), Java (Intermediate) • DataBase – PostgresSQL, MS SQL Server, BigQuery, Hadoop, NoSQL (MongoDB, Cassandra), Pinecone • AI Architecture / Packages – LangChain, LlamaIndex, Tensorflow, PyTorch • Cloud – Google Cloud (Advanced), AWS (Advanced), Azure (Intermediate) • Automation Tools – Git, Selenium (Python), Linux, Kubernetes, CI/CD 📚 Publication – • Two research papers published in SCOPUS indexed journals (IJISAE, MethodsX on Elsevier). • Three research papers in the pipeline. • One software patent pending. 🧘Philosophy – "Always remember these words: Work hard, study well, and eat and sleep plenty! That is the Turtle Hermit way! We must master the art of peace in addition to the art of war!" - Master Roshi on the Turtle Hermit Way

Experience

2 yrs 11 mos
Total Experience
1 yr
Average Tenure
11 mos
Current Experience

Raise financial services

Product Engineer (SDE III)

Jul 2025Present · 11 mos · Mumbai, Maharashtra, India · On-site

  • Deployed production grade GPT OSS 120B LLM on VLLM inference server with Open WebUI as frontend. Used as internal use LLM for safeguarding sensitive data and serving the API for internal use.
  • Built LLM Evals for Dhan Chatbot with Arize Phoenix and LLM as Judge framework. It evaluates and rates thousands of tickets per day solved by the chatbot on various metrics such as faithfulness, relevance, user satisfaction etc.
  • R&D on proprietary and open source bleeding edge GenAI models for solving pressing business problems.
Artificial Intelligence (AI)Generative AIData ScienceGo (Programming Language)Python (Programming Language)

Career break

Travel

Jul 2025Jul 2025 · 0 mo · Interlaken, Berne

  • Went on a road trip across the Schengen Region. Visited Germany, France and Switzerland. I learned a lot about European art, cuisine and culture.

Jm financial ltd

2 roles

Data Science Engineer

Jun 2024Jun 2025 · 1 yr · Mumbai, Maharashtra, India

  • Revenue Systems & Data Sync
  • Built a Revenue Calculation API with a FastAPI backend and HTMX frontend to collect and sync data related to revenue generated by the BlinkX app. Designed an asynchronous ELT flow to push data into BigQuery and Mixpanel dashboards for real-time analytics.
  • Infra & Tooling (FastAPI, Go, Kafka, GCP)
  • Introduced Golang into our tech stack and rolled out high-performance modules - Kafka consumers for data processing, middlewares for telemetry and load balancing, and ELT pipelines.
  • Deployed FastAPI apps using Uvicorn behind Gunicorn on GCP Ubuntu VMs and also set up deployments on Cloud Run for serverless scaling.
  • Wrote internal server management scripts to handle telemetry, auto-logging, error notifications, and supervised memory cleanup.
  • GenAI Projects (Internal Tools + R&D)
  • Part of BlinkX’s GenAI Labs - did hands-on R&D on how to use GenAI to improve UX, including live A/B tests on model-generated copy.
  • Built an agentic system for internal use that could handle DB querying, auto-labelling, and retrieval using RAG pipelines, hosted on MCP servers and integrated with our in-house LLM.
  • Prototyped an internal ATS system for JM Financial to match resumes to job listings using semantic similarity and metadata filters.
  • Team & Mentorship
  • Conducted technical interviews for full-time roles, focusing on backend, data, and systems design.
  • Onboarded new interns and helped them debug blockers - guided them to break down problems and reach working solutions without hand holding.
Data WranglingVisualizationTopic ModelingSQLNatural Language Processing (NLP)Retrieval-Augmented Generation (RAG)+7

Data Science Intern @ BlinkX by JM Financial

Jan 2024May 2024 · 4 mos · Mumbai, Maharashtra, India

  • Large Language Model – Retrieval Augmented Generation (LLM RAG) automated pipeline for data collection, chunking and vectorization of 30k+ financial documents (Annual Reports and Conference Call Documents) using Langchain, OpenAI, PineCone and Google Cloud.
Python (Programming Language)Google BigQueryMicrosoft SQL ServerGoogle Cloud Platform (GCP)Topic ModelingSQL+12

Csir- national chemical laboratory

AI Research Collaborator

Jan 2023Dec 2023 · 11 mos · Pune, Maharashtra, India · Hybrid

  • Led a group of 4 interns in collaboration with senior scientists of CSIR-NCL to develop and research on Explainable AI tools (SHAP and LIME) on proprietary cancer drug value prediction models for lung cells.
  • Improved the accuracy by 45% using a stacked ensemble model and reduced train time by 20% using multithreading and GPU acceleration.
  • Implemented an Explainable AI dashboard which explains why the ML model took the decisions that it did while predicting the output value using Streamlit.
  • Created a downloadable PDF Report template of all the charts, predictions and explanations generated in the previous step using fpdf2.
Explainable AIMachine LearningTopic ModelingSQLNatural Language Processing (NLP)Retrieval-Augmented Generation (RAG)+9

Rotonity club

Senior Programmer

Oct 2021Oct 2022 · 1 yr

  • Senior Programmer in Programming Team of Robotics Club (Rotonity) and part of College Mechatronics Team for Robocon India 2022.

Symbiosis music society

Head Of Content

Sep 2021Jun 2023 · 1 yr 9 mos · Pune, Maharashtra, India

  • Headed a team of 15 members to formulate and disseminate digital content on various streams such as LinkedIn, Instagram, YouTube and Facebook.
  • Hosted and managed various music events and concerts in college fest.
  • Original Designer of the Music Club logo.
MarketingSocial MediaContent ManagementContent DevelopmentContent Strategy

Scaai - symbiosis centre for applied ai

Research Intern and Collaborator

Sep 2021Mar 2022 · 6 mos · Pune, Maharashtra, India

  • Experimented and researched on various cutting edge technology such as GANs, Generative AI, image classification using R-CNN.
  • Designed the cover for AI magazine of college.
  • Derived business critical insights from research papers during literature review phase.
Topic ModelingSQLNatural Language Processing (NLP)Data ScienceChatbotsDeep Learning+1

Education

SIT- Symbiosis Institute of Technology

Bachelor of Technology - BTech — Computer Science

Sep 2020Sep 2024

St. Andrews Bowenpally

Junior High/Intermediate/Middle School Education and Teaching

Jan 2016Jan 2018

Delhi Public School - India

Junior High/Intermediate/Middle School Education and Teaching

Jan 2012Jan 2016

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