Kushagra Deep

Co-Founder

Bengaluru South, Karnataka, India8 yrs 3 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in building scalable AI agents from scratch.
Proficient in prompt engineering for diverse applications.
Experience in developing big data solutions for telecom.

Stackforce AI infers this person is a skilled AI and Big Data professional with a focus on scalable solutions.

Contact

kushagra@simpli-ai.com +918376090356 LinkedIn

Skills

Core Skills

Large Language Models (llm)Prompt EngineeringDeep LearningBi Directional LstmBig DataSpark Structured StreamingMicroservices

Other Skills

2D CNNAlgorithm DesignAngularJSApache OozieApache SparkApache StormClouderaComputer ArchitectureData ScienceDynamic ProgrammingHadoopHibernateHiveJavaKafka

About

AI professional with hands on experience in building scalable, cost effective AI agents from scratch using SOTA LLM’s , TTS, STT. Looking for Gen AI roles only , more in terms of partnerships than employment

Experience

8 yrs 3 mos

Total Experience

2 yrs

Average Tenure

2 yrs 4 mos

Current Experience

Simpliai

Founding Member - Head of AI

Feb 2024 – Present · 2 yrs 4 mos · Bengaluru, Karnataka, India · On-site

Built end to end conversational Agents capable of booking appointments , question answering , drop chase sales
Built low latency , low cost ,high accuracy RAG workflows
Built Agentic Workflows using Langgraph with different nodes catering to different customer query scenarios
Explored and Benchmarked over 50 open Source LLM’s for performance and Latency.
Prompt Engineering for multifarious production ready scenarios like Appointment Booking , Drop chase Lead Sale Assist, Loyalty Points Conversion.
Explored multiple open source LLM , TTS , ASR and benchmarked them for accuracy and latency

Large Language Models (LLM)WHISPERText-to-Speech SynthesisSTTPrompt EngineeringLanggraph

Times internet

AI Engineer

Jun 2021 – Oct 2023 · 2 yrs 4 mos · Bengaluru, Karnataka, India · On-site

Ideated and developed a contextual advertisement recommendation engine
Developed a fully functional social media virality prediction solution using Bi Directional LSTM.
Gender Prediction using Locality Sensitive Hashing.
ERPM estimator using Deep Learning in TensorFlow2.0
Model Optimizations using Quantization Aware Training and Pruning
Regression using 2D CNN
POC’s : DeepFM, TFT

Bi Directional LSTMDeep LearningTensorFlow 2.0Quantization Aware TrainingPruning2D CNN

Mobileum

AI - Data Science and Engineering

May 2019 – Apr 2021 · 1 yr 11 mos · Gurgaon, Haryana, India

Designed TripMetrics for Roaming Telecom users streaming data . This trip metic captured mobility and usage events of the mobile user. These data points were divided in four key services: Registration, SMS,Voice and Data. Each service was given a service score based on the quality of service discerned from data received. Individual scores were aggregated to give RoamingCustomerExperience Score(R-CX).
Designed and implemented Bloom Filters for faster lookups into BigData.
Correlated two streams of data using Spark Structured Streaming, Stateful spark API's.
Designed and Developed Realtime Data And KPI Alerting Pipeline using Kafka
Tech Stack: Hadoop,SparkSql,Hive,Hbase,Presto,OracleRDBMS,Structured Streaming,Java8

Spark Structured StreamingKafkaHadoopSparkSqlHiveBig Data