Summary
Overview
Work History
Education
Skills
Languages
Projects
Timeline
Generic

Dipen Thakrar

Ahmedabad

Summary

AI/ML Lead at Technostacks with expertise in Python and cloud technologies. Proven ability to deliver innovative solutions and bridge gaps between technical teams and stakeholders. Developed an AI Assistant solution that significantly improved user feedback analysis. Strong communicator and strategic thinker, driving impactful projects in dynamic environments.

Overview

10
10
years of professional experience

Work History

AI/ML Lead

Technostacks
Ahmedabad
03.2025 - Current
  • Serve as AI-ML Lead at Technostacks, driving impactful AI solutions.
  • Facilitate client communication to gather requirements and deliver technical updates.
  • Design and structure AI/ML modules aligned with business and technical requirements.
  • Manage project documentation to ensure clarity and cross-team alignment.
  • Lead research and development initiatives to explore innovative technologies.
  • Bridge communication between technical teams and stakeholders for effective project delivery.

Sr. Technical Analyst

Soft-web Solutions (Avnet Company Fortune 500)
Ahmedabad
08.2017 - Current
  • Company Overview: A leading company that provides innovative solutions based on customer demands, with a focus on cloud technology and AI/ML.
  • Hands-on experience with cloud technology like Data bricks for implementing ETL processes to migrate and deploy data across systems for AI/ML solutions.
  • Experience in ETL design and development using Azure Data Factory and Azure Data bricks.
  • Developed an Aspect-Based Sentiment Analysis (ABSA) solution using fine-tuned transformers and a BERT-based model to extract aspect terms and predict sentiment polarity, enabling a deeper understanding of user feedback.
  • Creating automated anomaly detection systems and constant tracking of its performance.
  • Research and devise innovative statistical models for data analysis.
  • Provide deep learning and machine learning base solutions to solve various real world problem.

Software Developer

Panther Studio Pvt. Ltd
Ahmedabad
01.2016 - 08.2017
  • Company Overview: A company focusing on software development, particularly in the fields of Virtual Reality and Augmented Reality.
  • Hands-on experience of Virtual reality and Augmented Reality Application.
  • Introduced agile methodologies and effective development best practices to division to enhance product development.
  • Revised, modularization and updated old code bases to modern development standards, improving functionality.

Software Developer

Yantram Studio Pvt. Ltd
Ahmedabad
06.2015 - 12.2015
  • Company Overview: A company providing innovative solutions in 3D visualization and game development.
  • Hands-on Experience of Virtual and Augmented reality Application.
  • Design Basic Game Plan, Manage Texture, material, and 3D-objects in Play area and Increased Quality.

Education

M.C.A (Master in Computer Application) -

Gujarat Technological University
Ahmedabad, Gujarat
01.2015

Skills

  • Programming Languages: Python,C#
  • Databases: SQL
  • Libraries: pandas, Numpy, Sklearn, SciPy, Keras, nltk, spacy, MatplotLib, pyserial, TensorFlow, PyTorch, pyspark
  • Machine learning: regression, random forest, boosted decision trees, naive Bayes, SVM, k-means clustering, SVD/PCA, anomaly detection, deep learning algorithms
  • Cloud: AWS bedrock, Opensearch, S3, Azure Databricks,
  • Big Data: Spark

Languages

English: Proficient, Hindi: Proficient, Gujarati: Native

Projects

Project Name: AI Assistance for Company Policy and Guidelines

Project Overview:
We developed an AI Assistant chatbot for our client to streamline internal communication and improve employee self-service. The chatbot enables employees to ask questions related to company policies, guidelines, and instructions without needing direct involvement from the management team. This reduces dependency, enhances productivity, and ensures quick access to critical organizational information.

Key Features:

  • Natural language interaction for seamless user experience.
  • Instant responses to company-specific queries.
  • Context-aware answers based on internal policy documents.
  • Scalable and secure backend architecture.

Technology Stack:

  • Programming Language: Python
  • LLM Model: LLaMA-4 17B
  • Embeddings: Titan V2
  • Cloud Infrastructure: AWS
    Bedrock (for LLM integration)
    S3 (for storing document data)
    OpenSearch (for fast semantic search over policy documents)
  • API Framework: Uvicorn (for serving fast and lightweight APIs)

Timeline

AI/ML Lead

Technostacks
03.2025 - Current

Sr. Technical Analyst

Soft-web Solutions (Avnet Company Fortune 500)
08.2017 - Current

Software Developer

Panther Studio Pvt. Ltd
01.2016 - 08.2017

Software Developer

Yantram Studio Pvt. Ltd
06.2015 - 12.2015

M.C.A (Master in Computer Application) -

Gujarat Technological University

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Dipen Thakrar